AI論文解説 Youtubeチャンネル: AI時代の羅針盤
2024年8月頃に公開されたcsカテゴリの論文 (ID: 2408.xxxxx)を被引用数のデータを元にランキングしています。ランキングは随時更新します。
(2024年12月9日更新)
| 被引用数 | タイトル | 動画 |
|---|---|---|
 270 |
Gemma 2: Improving Open Language Models at a Practical Size |  |
 200 |
SAM 2: Segment Anything in Images and Videos |  |
 129 |
LLaVA-OneVision: Easy Visual Task Transfer | not yet |
 107 |
MiniCPM-V: A GPT-4V Level MLLM on Your Phone |  |
 101 |
CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer | not yet |
 84 |
Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters |  |
 57 |
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery |  |
 50 |
Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model | not yet |
 48 |
Show-o: One Single Transformer to Unify Multimodal Understanding and Generation | not yet |
 32 |
CogVLM2: Visual Language Models for Image and Video Understanding | not yet |
 31 |
Gemma Scope: Open Sparse Autoencoders Everywhere All At Once on Gemma 2 | not yet |
 28 |
KAN 2.0: Kolmogorov-Arnold Networks Meet Science | not yet |
 28 |
VITA: Towards Open-Source Interactive Omni Multimodal LLM |  |
 26 |
Generative Verifiers: Reward Modeling as Next-Token Prediction | not yet |
 26 |
xGen-MM (BLIP-3): A Family of Open Large Multimodal Models | not yet |
 25 |
Self-Taught Evaluators | not yet |
 24 |
Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities |  |
 24 |
mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models | not yet |
 23 |
Medical SAM 2: Segment medical images as video via Segment Anything Model 2 |  |
 22 |
ControlNeXt: Powerful and Efficient Control for Image and Video Generation | not yet |
 21 |
Towards Resilient and Efficient LLMs: A Comparative Study of Efficiency, Performance, and Adversarial Robustness | not yet |
 20 |
Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents |  |
 20 |
Tamper-Resistant Safeguards for Open-Weight LLMs | not yet |
 19 |
Identification of Prognostic Biomarkers for Stage III Non-Small Cell Lung Carcinoma in Female Nonsmokers Using Machine Learning | not yet |
 18 |
Building and better understanding vision-language models: insights and future directions | not yet |
 18 |
Imagen 3 |  |
 18 |
Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining | not yet |
 17 |
Adaptive Friction in Deep Learning: Enhancing Optimizers with Sigmoid and Tanh Function | not yet |
 17 |
Let Me Speak Freely? A Study on the Impact of Format Restrictions on Performance of Large Language Models | not yet |
 16 |
A Sharp Convergence Theory for The Probability Flow ODEs of Diffusion Models | not yet |
 15 |
Automated Design of Agentic Systems | not yet |
 15 |
Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers |  |
 15 |
Inference Scaling Laws: An Empirical Analysis of Compute-Optimal Inference for Problem-Solving with Language Models | not yet |
 14 |
Smaller, Weaker, Yet Better: Training LLM Reasoners via Compute-Optimal Sampling |  |
 14 |
Mini-Omni: Language Models Can Hear, Talk While Thinking in Streaming | not yet |
 14 |
Optimizing Automated Picking Systems in Warehouse Robots Using Machine Learning | not yet |
 14 |
Diffusion Models Are Real-Time Game Engines |  |
 14 |
LongVILA: Scaling Long-Context Visual Language Models for Long Videos | not yet |
 14 |
DeepSeek-Prover-V1.5: Harnessing Proof Assistant Feedback for Reinforcement Learning and Monte-Carlo Tree Search | not yet |
 14 |
From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future | not yet |
 13 |
LLM Defenses Are Not Robust to Multi-Turn Human Jailbreaks Yet |  |
 13 |
Multi-Layer Transformers Gradient Can be Approximated in Almost Linear Time | not yet |
 13 |
Real-Time Video Generation with Pyramid Attention Broadcast | not yet |
 13 |
A universal neutral-atom quantum computer with individual optical addressing and non-destructive readout | not yet |
 13 |
Evaluating Modern Approaches in 3D Scene Reconstruction: NeRF vs Gaussian-Based Methods | not yet |
 13 |
Attention Mechanism and Context Modeling System for Text Mining Machine Translation | not yet |
 13 |
Advanced User Credit Risk Prediction Model using LightGBM, XGBoost and Tabnet with SMOTEENN | not yet |
 12 |
Eagle: Exploring The Design Space for Multimodal LLMs with Mixture of Encoders |  |
 12 |
A Survey on Benchmarks of Multimodal Large Language Models | not yet |
 12 |
LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs | not yet |
 12 |
Harnessing Earnings Reports for Stock Predictions: A QLoRA-Enhanced LLM Approach |  |
 12 |
Capsule Vision 2024 Challenge: Multi-Class Abnormality Classification for Video Capsule Endoscopy | not yet |
 12 |
Enhancing Healthcare through Large Language Models: A Study on Medical Question Answering | not yet |
 12 |
GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI | not yet |
 12 |
Segment Anything in Medical Images and Videos: Benchmark and Deployment | not yet |
 12 |
MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine | not yet |
 11 |
OmniRe: Omni Urban Scene Reconstruction | not yet |
 11 |
WavTokenizer: an Efficient Acoustic Discrete Codec Tokenizer for Audio Language Modeling | not yet |
 11 |
Kangaroo: A Powerful Video-Language Model Supporting Long-context Video Input | not yet |
 11 |
Jamba-1.5: Hybrid Transformer-Mamba Models at Scale | not yet |
 11 |
A Tighter Complexity Analysis of SparseGPT | not yet |
 11 |
Critique-out-Loud Reward Models | not yet |
 11 |
Graph Retrieval-Augmented Generation: A Survey | not yet |
 11 |
Dynamic Hypergraph-Enhanced Prediction of Sequential Medical Visits | not yet |
 11 |
VisualAgentBench: Towards Large Multimodal Models as Visual Foundation Agents | not yet |
 11 |
Deep Reinforcement Learning for Robotics: A Survey of Real-World Successes | not yet |
 11 |
Language Model Can Listen While Speaking | not yet |
 10 |
Review: Quantum Metrology and Sensing with Many-Body Systems | not yet |
 10 |
MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans? | not yet |
 10 |
Cybench: A Framework for Evaluating Cybersecurity Capabilities and Risks of Language Models | not yet |
 10 |
Algorithm Research of ELMo Word Embedding and Deep Learning Multimodal Transformer in Image Description | not yet |
 10 |
ToolSandbox: A Stateful, Conversational, Interactive Evaluation Benchmark for LLM Tool Use Capabilities | not yet |
 10 |
A comparative study of generative adversarial networks for image recognition algorithms based on deep learning and traditional methods | not yet |
 10 |
Research on Autonomous Driving Decision-making Strategies based Deep Reinforcement Learning | not yet |
 10 |
A Survey of Mamba | not yet |
 10 |
DynamoLLM: Designing LLM Inference Clusters for Performance and Energy Efficiency | not yet |
 9 |
Text classification optimization algorithm based on graph neural network | not yet |
 9 |
MLR-Copilot: Autonomous Machine Learning Research based on Large Language Models Agents | not yet |
 9 |
ConflictBank: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLM | not yet |
 9 |
Rhyme-aware Chinese lyric generator based on GPT | not yet |
 9 |
Antidote: Post-fine-tuning Safety Alignment for Large Language Models against Harmful Fine-tuning | not yet |
 9 |
A Survey on Model MoErging: Recycling and Routing Among Specialized Experts for Collaborative Learning | not yet |
 9 |
ECG-FM: An Open Electrocardiogram Foundation Model | not yet |
 9 |
Applying Conditional Generative Adversarial Networks for Imaging Diagnosis | not yet |
 9 |
DriveArena: A Closed-loop Generative Simulation Platform for Autonomous Driving | not yet |
 8 |
ReconX: Reconstruct Any Scene from Sparse Views with Video Diffusion Model | not yet |
 8 |
Quantum Convolutional Neural Networks are (Effectively) Classically Simulable | not yet |
 8 |
Convolutional Neural Networks for Predictive Modeling of Lung Disease | not yet |
 8 |
Scaling Cross-Embodied Learning: One Policy for Manipulation, Navigation, Locomotion and Aviation | not yet |
 8 |
LLM Pruning and Distillation in Practice: The Minitron Approach | not yet |
 8 |
Reefknot: A Comprehensive Benchmark for Relation Hallucination Evaluation, Analysis and Mitigation in Multimodal Large Language Models | not yet |
 8 |
RAGChecker: A Fine-grained Framework for Diagnosing Retrieval-Augmented Generation | not yet |
 8 |
The Death of Schema Linking? Text-to-SQL in the Age of Well-Reasoned Language Models | not yet |
 8 |
Robust Domain Generalization for Multi-modal Object Recognition | not yet |
 8 |
A Survey of NL2SQL with Large Language Models: Where are we, and where are we going? | not yet |
 8 |
Data Poisoning in LLMs: Jailbreak-Tuning and Scaling Laws | not yet |
 8 |
Segment anything model 2: an application to 2D and 3D medical images | not yet |
 8 |
SF3D: Stable Fast 3D Mesh Reconstruction with UV-unwrapping and Illumination Disentanglement | not yet |
 7 |
Machine Learning-Based Research on the Adaptability of Adolescents to Online Education | not yet |
 7 |
Foundation Models for Music: A Survey | not yet |
 7 |
Systematic Evaluation of LLM-as-a-Judge in LLM Alignment Tasks: Explainable Metrics and Diverse Prompt Templates | not yet |
 7 |
Research on Improved U-net Based Remote Sensing Image Segmentation Algorithm | not yet |
 7 |
Cross-border Commodity Pricing Strategy Optimization via Mixed Neural Network for Time Series Analysis | not yet |
 7 |
ACE: A Cross-Platform Visual-Exoskeletons System for Low-Cost Dexterous Teleoperation | not yet |
 7 |
MARLIN: Mixed-Precision Auto-Regressive Parallel Inference on Large Language Models | not yet |
 7 |
Asymptotically Good Quantum Codes with Transversal Non-Clifford Gates | not yet |
 7 |
Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents | not yet |
 7 |
HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction | not yet |
 7 |
Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation | not yet |
 7 |
Biomedical SAM 2: Segment Anything in Biomedical Images and Videos | not yet |
 7 |
Interactive 3D Medical Image Segmentation with SAM 2 | not yet |
 7 |
CYBERSECEVAL 3: Advancing the Evaluation of Cybersecurity Risks and Capabilities in Large Language Models | not yet |
 7 |
CFBench: A Comprehensive Constraints-Following Benchmark for LLMs | not yet |
 7 |
Alleviating Hallucination in Large Vision-Language Models with Active Retrieval Augmentation | not yet |
 7 |
Contrastive Graph Representation Learning with Adversarial Cross-view Reconstruction and Information Bottleneck | not yet |
 6 |
Self-Improving Diffusion Models with Synthetic Data | not yet |
 6 |
WebPilot: A Versatile and Autonomous Multi-Agent System for Web Task Execution with Strategic Exploration | not yet |
 6 |
A Survey on Evaluation of Multimodal Large Language Models |  |
 6 |
The Mamba in the Llama: Distilling and Accelerating Hybrid Models | not yet |
 6 |
Splatt3R: Zero-shot Gaussian Splatting from Uncalibrated Image Pairs | not yet |
 6 |
The Ultimate Guide to Fine-Tuning LLMs from Basics to Breakthroughs: An Exhaustive Review of Technologies, Research, Best Practices, Applied Research Challenges and Opportunities | not yet |
 6 |
BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks on Large Language Models | not yet |
 6 |
LLM-PBE: Assessing Data Privacy in Large Language Models | not yet |
 6 |
Scalable Autoregressive Image Generation with Mamba | not yet |
 6 |
Transformers are Minimax Optimal Nonparametric In-Context Learners | not yet |
 6 |
To Code, or Not To Code? Exploring Impact of Code in Pre-training |  |
 6 |
LoopSplat: Loop Closure by Registering 3D Gaussian Splats | not yet |
 6 |
Classifier-Free Guidance is a Predictor-Corrector | not yet |
 6 |
Evaluating Research Quality with Large Language Models: An Analysis of ChatGPT's Effectiveness with Different Settings and Inputs | not yet |
 6 |
Physics-Informed Kolmogorov-Arnold Networks for Power System Dynamics | not yet |
 6 |
Fast John Ellipsoid Computation with Differential Privacy Optimization | not yet |
 6 |
Polynomial-time tolerant testing stabilizer states | not yet |
 6 |
UniPortrait: A Unified Framework for Identity-Preserving Single- and Multi-Human Image Personalization | not yet |
 6 |
SMILES-Mamba: Chemical Mamba Foundation Models for Drug ADMET Prediction | not yet |
 6 |
SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning | not yet |
 6 |
UniBench: Visual Reasoning Requires Rethinking Vision-Language Beyond Scaling | not yet |
 6 |
Understanding the Performance and Estimating the Cost of LLM Fine-Tuning | not yet |
 6 |
SAM 2 in Robotic Surgery: An Empirical Evaluation for Robustness and Generalization in Surgical Video Segmentation | not yet |
 6 |
Deep Generative Models in Robotics: A Survey on Learning from Multimodal Demonstrations | not yet |
 6 |
Floquet engineering of interactions and entanglement in periodically driven Rydberg chains | not yet |
 6 |
Evaluating and Enhancing LLMs Agent based on Theory of Mind in Guandan: A Multi-Player Cooperative Game under Imperfect Information | not yet |
 6 |
MeshAnything V2: Artist-Created Mesh Generation With Adjacent Mesh Tokenization | not yet |
 6 |
Mini-Monkey: Alleviating the Semantic Sawtooth Effect for Lightweight MLLMs via Complementary Image Pyramid | not yet |
 6 |
Transformers are Universal In-context Learners | not yet |
 6 |
Deep Learning in Medical Image Classification from MRI-based Brain Tumor Images | not yet |
 6 |
OmniParser for Pure Vision Based GUI Agent | not yet |
 6 |
Measuring Progress in Dictionary Learning for Language Model Interpretability with Board Game Models | not yet |
 5 |
Look, Compare, Decide: Alleviating Hallucination in Large Vision-Language Models via Multi-View Multi-Path Reasoning | not yet |
 5 |
Can We Leave Deepfake Data Behind in Training Deepfake Detector? | not yet |
 5 |
Safety Layers in Aligned Large Language Models: The Key to LLM Security | not yet |
 5 |
SAM2Point: Segment Any 3D as Videos in Zero-shot and Promptable Manners | not yet |
 5 |
A Survey on Evaluating Large Language Models in Code Generation Tasks | not yet |
 5 |
FA-YOLO: Research On Efficient Feature Selection YOLO Improved Algorithm Based On FMDS and AGMF Modules | not yet |
 5 |
Beyond Uncertainty: Evidential Deep Learning for Robust Video Temporal Grounding | not yet |
 5 |
LeMON: Learning to Learn Multi-Operator Networks | not yet |
 5 |
In-Context Imitation Learning via Next-Token Prediction | not yet |
 5 |
LLaVA-MoD: Making LLaVA Tiny via MoE Knowledge Distillation | not yet |
 5 |
TourSynbio: A Multi-Modal Large Model and Agent Framework to Bridge Text and Protein Sequences for Protein Engineering | not yet |
 5 |
Unveiling the Statistical Foundations of Chain-of-Thought Prompting Methods | not yet |
 5 |
Advancing Humanoid Locomotion: Mastering Challenging Terrains with Denoising World Model Learning | not yet |
 5 |
Video-CCAM: Enhancing Video-Language Understanding with Causal Cross-Attention Masks for Short and Long Videos | not yet |
 5 |
DynaSurfGS: Dynamic Surface Reconstruction with Planar-based Gaussian Splatting | not yet |
 5 |
PIE: Parkour with Implicit-Explicit Learning Framework for Legged Robots | not yet |
 5 |
Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic | not yet |
 5 |
Selective Preference Optimization via Token-Level Reward Function Estimation | not yet |
 5 |
CustomCrafter: Customized Video Generation with Preserving Motion and Concept Composition Abilities | not yet |
 5 |
The AI Risk Repository: A Comprehensive Meta-Review, Database, and Taxonomy of Risks From Artificial Intelligence | not yet |
 5 |
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications | not yet |
 5 |
Nothing in Excess: Mitigating the Exaggerated Safety for LLMs via Safety-Conscious Activation Steering | not yet |
 5 |
TrackGo: A Flexible and Efficient Method for Controllable Video Generation | not yet |
 5 |
MagicDec: Breaking the Latency-Throughput Tradeoff for Long Context Generation with Speculative Decoding | not yet |
 5 |
HiRED: Attention-Guided Token Dropping for Efficient Inference of High-Resolution Vision-Language Models in Resource-Constrained Environments | not yet |
 5 |
Recurrent Neural Networks Learn to Store and Generate Sequences using Non-Linear Representations | not yet |
 5 |
HMoE: Heterogeneous Mixture of Experts for Language Modeling | not yet |
 5 |
AI-Driven Review Systems: Evaluating LLMs in Scalable and Bias-Aware Academic Reviews | not yet |
 5 |
MeshFormer: High-Quality Mesh Generation with 3D-Guided Reconstruction Model | not yet |
 5 |
Transferring Backdoors between Large Language Models by Knowledge Distillation | not yet |
 5 |
TableBench: A Comprehensive and Complex Benchmark for Table Question Answering | not yet |
 5 |
Authorship Attribution in the Era of LLMs: Problems, Methodologies, and Challenges | not yet |
 5 |
A Hassle-free Algorithm for Private Learning in Practice: Don't Use Tree Aggregation, Use BLTs | not yet |
 5 |
FlashGS: Efficient 3D Gaussian Splatting for Large-scale and High-resolution Rendering | not yet |
 5 |
Language Models as Models of Language | not yet |
 5 |
Can LLMs Replace Manual Annotation of Software Engineering Artifacts? | not yet |
 5 |
Affective Computing in the Era of Large Language Models: A Survey from the NLP Perspective | not yet |
 5 |
MMREC: LLM Based Multi-Modal Recommender System | not yet |
 5 |
CodexGraph: Bridging Large Language Models and Code Repositories via Code Graph Databases | not yet |
 5 |
Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks | not yet |
 5 |
Attacks and Defenses for Generative Diffusion Models: A Comprehensive Survey | not yet |
 5 |
Synthesizing Text-to-SQL Data from Weak and Strong LLMs |  |
 5 |
Huge Ensembles Part I: Design of Ensemble Weather Forecasts using Spherical Fourier Neural Operators | not yet |
 5 |
Compromising Embodied Agents with Contextual Backdoor Attacks | not yet |
 5 |
VidGen-1M: A Large-Scale Dataset for Text-to-video Generation | not yet |
 5 |
Designing Multi-layered Runtime Guardrails for Foundation Model Based Agents: Swiss Cheese Model for AI Safety by Design | not yet |
 5 |
Zero-Shot Surgical Tool Segmentation in Monocular Video Using Segment Anything Model 2 | not yet |
 5 |
The Quest for the Right Mediator: A History, Survey, and Theoretical Grounding of Causal Interpretability | not yet |
 5 |
A Comprehensive Review of Multimodal Large Language Models: Performance and Challenges Across Different Tasks | not yet |
 5 |
RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework | not yet |
 5 |
BioRAG: A RAG-LLM Framework for Biological Question Reasoning | not yet |
 5 |
MM-Vet v2: A Challenging Benchmark to Evaluate Large Multimodal Models for Integrated Capabilities | not yet |
 5 |
Coarse Correspondences Boost Spatial-Temporal Reasoning in Multimodal Language Model | not yet |
 5 |
Virchow2: Scaling Self-Supervised Mixed Magnification Models in Pathology | not yet |
 5 |
Improving Retrieval-Augmented Generation in Medicine with Iterative Follow-up Questions | not yet |
 5 |
Inductive or Deductive? Rethinking the Fundamental Reasoning Abilities of LLMs | not yet |
 4 |
VQ4DiT: Efficient Post-Training Vector Quantization for Diffusion Transformers | not yet |
 4 |
Dynamic Self-Consistency: Leveraging Reasoning Paths for Efficient LLM Sampling | not yet |
 4 |
Beyond Preferences in AI Alignment | not yet |
 4 |
Efficient LLM Scheduling by Learning to Rank | not yet |
 4 |
Generative Inbetweening: Adapting Image-to-Video Models for Keyframe Interpolation | not yet |
 4 |
SpikingSSMs: Learning Long Sequences with Sparse and Parallel Spiking State Space Models | not yet |
 4 |
OctFusion: Octree-based Diffusion Models for 3D Shape Generation | not yet |
 4 |
Agentic Retrieval-Augmented Generation for Time Series Analysis | not yet |
 4 |
One-layer transformers fail to solve the induction heads task | not yet |
 4 |
Biomedical Large Languages Models Seem not to be Superior to Generalist Models on Unseen Medical Data | not yet |
 4 |
TranSplat: Generalizable 3D Gaussian Splatting from Sparse Multi-View Images with Transformers | not yet |
 4 |
Segment Any Mesh: Zero-shot Mesh Part Segmentation via Lifting Segment Anything 2 to 3D | not yet |
 4 |
Balancing Diversity and Risk in LLM Sampling: How to Select Your Method and Parameter for Open-Ended Text Generation | not yet |
 4 |
Power Scheduler: A Batch Size and Token Number Agnostic Learning Rate Scheduler | not yet |
 4 |
Evidential Deep Partial Multi-View Classification With Discount Fusion | not yet |
 4 |
Convergence of Unadjusted Langevin in High Dimensions: Delocalization of Bias | not yet |
 4 |
Unleashing the Potential of SAM2 for Biomedical Images and Videos: A Survey | not yet |
 4 |
NanoFlow: Towards Optimal Large Language Model Serving Throughput | not yet |
 4 |
SQL-GEN: Bridging the Dialect Gap for Text-to-SQL Via Synthetic Data And Model Merging | not yet |
 4 |
DUNE Phase II: Scientific Opportunities, Detector Concepts, Technological Solutions | not yet |
 4 |
Non-Homophilic Graph Pre-Training and Prompt Learning | not yet |
 4 |
MEDCO: Medical Education Copilots Based on A Multi-Agent Framework | not yet |
 4 |
Better Debugging: Combining Static Analysis and LLMs for Explainable Crashing Fault Localization | not yet |
 4 |
A Deconfounding Approach to Climate Model Bias Correction | not yet |
 4 |
Let Community Rules Be Reflected in Online Content Moderation | not yet |
 4 |
How Susceptible are LLMs to Influence in Prompts? | not yet |
 4 |
Hermes 3 Technical Report | not yet |
 4 |
AppAgent v2: Advanced Agent for Flexible Mobile Interactions | not yet |
 4 |
DreamFactory: Pioneering Multi-Scene Long Video Generation with a Multi-Agent Framework | not yet |
 4 |
Iterative Object Count Optimization for Text-to-image Diffusion Models | not yet |
 4 |
Bidirectional Gated Mamba for Sequential Recommendation | not yet |
 4 |
Denoising Pre-Training and Customized Prompt Learning for Efficient Multi-Behavior Sequential Recommendation | not yet |
 4 |
HITS: High-coverage LLM-based Unit Test Generation via Method Slicing | not yet |
 4 |
KAN4TSF: Are KAN and KAN-based models Effective for Time Series Forecasting? | not yet |
 4 |
GSLoc: Efficient Camera Pose Refinement via 3D Gaussian Splatting | not yet |
 4 |
Kilometer-Scale Convection Allowing Model Emulation using Generative Diffusion Modeling | not yet |
 4 |
AnyGraph: Graph Foundation Model in the Wild | not yet |
 4 |
Privacy-preserving Universal Adversarial Defense for Black-box Models | not yet |
 4 |
OpenCity: Open Spatio-Temporal Foundation Models for Traffic Prediction | not yet |
 4 |
SoK: Runtime Integrity | not yet |
 4 |
Transformers to SSMs: Distilling Quadratic Knowledge to Subquadratic Models | not yet |
 4 |
NeuRodin: A Two-stage Framework for High-Fidelity Neural Surface Reconstruction | not yet |
 4 |
FFAA: Multimodal Large Language Model based Explainable Open-World Face Forgery Analysis Assistant | not yet |
 4 |
BLADE: Benchmarking Language Model Agents for Data-Driven Science | not yet |
 4 |
Out-of-distribution generalization via composition: a lens through induction heads in Transformers | not yet |
 4 |
V2X-VLM: End-to-End V2X Cooperative Autonomous Driving Through Large Vision-Language Models | not yet |
 4 |
LLMJudge: LLMs for Relevance Judgments | not yet |
 4 |
The Fellowship of the LLMs: Multi-Agent Workflows for Synthetic Preference Optimization Dataset Generation | not yet |
 4 |
A Mechanistic Interpretation of Syllogistic Reasoning in Auto-Regressive Language Models | not yet |
 4 |
Study of MRI-compatible Notched Plastic Ultrasonic Stator with FEM Simulation and Holography Validation | not yet |
 4 |
Activation Space Selectable Kolmogorov-Arnold Networks | not yet |
 4 |
TurboEdit: Instant text-based image editing | not yet |
 4 |
Benchmarking the Capabilities of Large Language Models in Transportation System Engineering: Accuracy, Consistency, and Reasoning Behaviors | not yet |
 4 |
Derivative-Free Guidance in Continuous and Discrete Diffusion Models with Soft Value-Based Decoding | not yet |
 4 |
Surgical SAM 2: Real-time Segment Anything in Surgical Video by Efficient Frame Pruning | not yet |
 4 |
Squeezed states of light after high-harmonic generation in excited atomic systems | not yet |
 4 |
Kolmogorov-Arnold Networks (KAN) for Time Series Classification and Robust Analysis | not yet |
 4 |
Enhancing Visual Question Answering through Ranking-Based Hybrid Training and Multimodal Fusion | not yet |
 4 |
The Design of Autonomous UAV Prototypes for Inspecting Tunnel Construction Environment | not yet |
 4 |
ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area | not yet |
 4 |
Prompt-Based Segmentation at Multiple Resolutions and Lighting Conditions using Segment Anything Model 2 | not yet |
 4 |
Stabilizer bootstrapping: A recipe for efficient agnostic tomography and magic estimation | not yet |
 4 |
Med42-v2: A Suite of Clinical LLMs | not yet |
 4 |
LaWa: Using Latent Space for In-Generation Image Watermarking | not yet |
 4 |
A Decoding Acceleration Framework for Industrial Deployable LLM-based Recommender Systems | not yet |
 4 |
Research on Heterogeneous Computation Resource Allocation based on Data-driven Method | not yet |
 4 |
Cross-view image geo-localization with Panorama-BEV Co-Retrieval Network | not yet |
 4 |
VACoDe: Visual Augmented Contrastive Decoding | not yet |
 4 |
Revisiting Multi-Modal LLM Evaluation | not yet |
 4 |
Performance Analysis of FAS-Aided NOMA-ISAC: A Backscattering Scenario | not yet |
 4 |
Multi-Turn Context Jailbreak Attack on Large Language Models From First Principles | not yet |
 4 |
Perceive, Reflect, and Plan: Designing LLM Agent for Goal-Directed City Navigation without Instructions | not yet |
 4 |
Building Machines that Learn and Think with People |  |
 4 |
Decoding Biases: Automated Methods and LLM Judges for Gender Bias Detection in Language Models | not yet |
 4 |
Achieving Human Level Competitive Robot Table Tennis | not yet |
 4 |
From Data to Story: Towards Automatic Animated Data Video Creation with LLM-based Multi-Agent Systems | not yet |
 4 |
Improving LLM-based Unit test generation via Template-based Repair | not yet |
 4 |
500xCompressor: Generalized Prompt Compression for Large Language Models | not yet |
 4 |
Data-Driven Stochastic Closure Modeling via Conditional Diffusion Model and Neural Operator | not yet |
 4 |
Quantum simulation of dynamical gauge theories in periodically driven Rydberg atom arrays | not yet |
 4 |
Operationalizing Contextual Integrity in Privacy-Conscious Assistants | not yet |
 4 |
First search for dark photon dark matter with a MADMAX prototype | not yet |
 4 |
Potential Hessian Ascent: The Sherrington-Kirkpatrick Model | not yet |
 4 |
SpecRover: Code Intent Extraction via LLMs | not yet |
 4 |
Unleashing the Power of Data Tsunami: A Comprehensive Survey on Data Assessment and Selection for Instruction Tuning of Language Models | not yet |
 4 |
Reinforcement Learning for an Efficient and Effective Malware Investigation during Cyber Incident Response | not yet |
 4 |
Differentiable MadNIS-Lite | not yet |
 4 |
MuChoMusic: Evaluating Music Understanding in Multimodal Audio-Language Models | not yet |
 4 |
Wave-Mamba: Wavelet State Space Model for Ultra-High-Definition Low-Light Image Enhancement | not yet |
 4 |
VAR-CLIP: Text-to-Image Generator with Visual Auto-Regressive Modeling | not yet |
 4 |
IG-SLAM: Instant Gaussian SLAM | not yet |
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On the Resilience of Multi-Agent Systems with Malicious Agents | not yet |
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Smoothed Energy Guidance: Guiding Diffusion Models with Reduced Energy Curvature of Attention | not yet |
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Matched Guiding and Controlled Injection in Dark-Current-Free, 10-GeV-Class, Channel-Guided Laser Plasma Accelerators | not yet |
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AutoM3L: An Automated Multimodal Machine Learning Framework with Large Language Models | not yet |
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End-to-End Protocol for High-Quality QAOA Parameters with Few Shots | not yet |
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SegStitch: Multidimensional Transformer for Robust and Efficient Medical Imaging Segmentation | not yet |
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3D U-KAN Implementation for Multi-modal MRI Brain Tumor Segmentation | not yet |
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Generative Learning of the Solution of Parametric Partial Differential Equations Using Guided Diffusion Models and Virtual Observations | not yet |
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Codec Does Matter: Exploring the Semantic Shortcoming of Codec for Audio Language Model | not yet |
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Deep Feature Embedding for Tabular Data | not yet |
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Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning | not yet |
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Maven: A Multimodal Foundation Model for Supernova Science | not yet |
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Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems |  |
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Policy Adaptation via Language Optimization: Decomposing Tasks for Few-Shot Imitation | not yet |
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SVDD 2024: The Inaugural Singing Voice Deepfake Detection Challenge | not yet |
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Explicit Folded Reed-Solomon and Multiplicity Codes Achieve Relaxed Generalized Singleton Bounds | not yet |
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Drone-assisted Road Gaussian Splatting with Cross-view Uncertainty | not yet |
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Robo-GS: A Physics Consistent Spatial-Temporal Model for Robotic Arm with Hybrid Representation | not yet |
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GINN-KAN: Interpretability pipelining with applications in Physics Informed Neural Networks | not yet |
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Instruct-SkillMix: A Powerful Pipeline for LLM Instruction Tuning | not yet |
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Snap and Diagnose: An Advanced Multimodal Retrieval System for Identifying Plant Diseases in the Wild | not yet |
※ 被引用数は更新日における NASA ADSのデータを参照しています
https://ui.adsabs.harvard.edu/