AI論文解説 Youtubeチャンネル: AI時代の羅針盤

2024年7月頃に公開されたcsカテゴリの論文 (ID: 2407.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
1751	The Llama 3 Herd of Models	not yet
558	Qwen2 Technical Report
65	PaliGemma: A versatile 3B VLM for transfer	not yet
64	LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models	not yet
57	Large Language Monkeys: Scaling Inference Compute with Repeated Sampling
50	Qwen2-Audio Technical Report	not yet
46	InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output	not yet
38	Random unitaries in extremely low depth	not yet
37	FlashAttention-3: Fast and Accurate Attention with Asynchrony and Low-precision
35	OpenHands: An Open Platform for AI Software Developers as Generalist Agents
35	Learning to (Learn at Test Time): RNNs with Expressive Hidden States	not yet
34	Agentless: Demystifying LLM-based Software Engineering Agents	not yet
31	CosyVoice: A Scalable Multilingual Zero-shot Text-to-speech Synthesizer based on Supervised Semantic Tokens	not yet
30	Gymnasium: A Standard Interface for Reinforcement Learning Environments	not yet
28	LLM Critics Help Catch LLM Bugs
27	A Survey on Mixture of Experts	not yet
25	Apple Intelligence Foundation Language Models
25	KAN or MLP: A Fairer Comparison	not yet
25	OpenVid-1M: A Large-Scale High-Quality Dataset for Text-to-video Generation	not yet
25	Mooncake: A KVCache-centric Disaggregated Architecture for LLM Serving	not yet
24	MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention
24	Open-TeleVision: Teleoperation with Immersive Active Visual Feedback	not yet
23	Compact Language Models via Pruning and Knowledge Distillation
23	Jumping Ahead: Improving Reconstruction Fidelity with JumpReLU Sparse Autoencoders	not yet
22	MUSE: Machine Unlearning Six-Way Evaluation for Language Models	not yet
21	Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge
21	VLMEvalKit: An Open-Source Toolkit for Evaluating Large Multi-Modality Models	not yet
20	Discrete Flow Matching	not yet
20	LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models	not yet
20	Jailbreak Attacks and Defenses Against Large Language Models: A Survey	not yet
20	TokenPacker: Efficient Visual Projector for Multimodal LLM	not yet
20	AI Agents That Matter	not yet
19	Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies	not yet
19	MambaVision: A Hybrid Mamba-Transformer Vision Backbone
19	Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence	not yet
19	TrialBench: Multi-Modal Artificial Intelligence-Ready Clinical Trial Datasets	not yet
18	Stable Audio Open
18	SELF-GUIDE: Better Task-Specific Instruction Following via Self-Synthetic Finetuning	not yet
18	VD3D: Taming Large Video Diffusion Transformers for 3D Camera Control	not yet
18	EchoMimic: Lifelike Audio-Driven Portrait Animations through Editable Landmark Conditions	not yet
18	RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs	not yet
17	Physics of Language Models: Part 2.1, Grade-School Math and the Hidden Reasoning Process	not yet
17	A polynomial-time classical algorithm for noisy quantum circuits	not yet
17	MAVIS: Mathematical Visual Instruction Tuning with an Automatic Data Engine	not yet
17	JailbreakZoo: Survey, Landscapes, and Horizons in Jailbreaking Large Language and Vision-Language Models	not yet
17	Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems
16	Tora: Trajectory-oriented Diffusion Transformer for Video Generation	not yet
16	LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding	not yet
16	Deep Time Series Models: A Comprehensive Survey and Benchmark	not yet
16	Vision language models are blind	not yet
16	LLaMAX: Scaling Linguistic Horizons of LLM by Enhancing Translation Capabilities Beyond 100 Languages	not yet
16	LivePortrait: Efficient Portrait Animation with Stitching and Retargeting Control	not yet
16	A Review of Large Language Models and Autonomous Agents in Chemistry	not yet
16	Tree Search for Language Model Agents	not yet
15	Adaptive Training of Grid-Dependent Physics-Informed Kolmogorov-Arnold Networks	not yet
15	SlowFast-LLaVA: A Strong Training-Free Baseline for Video Large Language Models	not yet
15	Open Problems in Technical AI Governance	not yet
15	Shape of Motion: 4D Reconstruction from a Single Video	not yet
15	DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving	not yet
15	Foundational Autoraters: Taming Large Language Models for Better Automatic Evaluation	not yet
15	MARS: Mixture of Auto-Regressive Models for Fine-grained Text-to-image Synthesis	not yet
15	FoleyCrafter: Bring Silent Videos to Life with Lifelike and Synchronized Sounds	not yet
15	Diffusion Forcing: Next-token Prediction Meets Full-Sequence Diffusion	not yet
15	SplitLoRA: A Split Parameter-Efficient Fine-Tuning Framework for Large Language Models	not yet
15	Tarsier: Recipes for Training and Evaluating Large Video Description Models	not yet
14	Benchmarking and fidelity response theory of high-fidelity Rydberg entangling gates	not yet
14	mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval	not yet
14	Mobile Edge Intelligence for Large Language Models: A Contemporary Survey	not yet
14	A Comprehensive Survey of LLM Alignment Techniques: RLHF, RLAIF, PPO, DPO and More	not yet
14	Consent in Crisis: The Rapid Decline of the AI Data Commons	not yet
14	NeedleBench: Can LLMs Do Retrieval and Reasoning in 1 Million Context Window?	not yet
14	Distilling System 2 into System 1
14	7th ABAW Competition: Multi-Task Learning and Compound Expression Recognition	not yet
13	Latent Adversarial Training Improves Robustness to Persistent Harmful Behaviors in LLMs	not yet
13	Internal Consistency and Self-Feedback in Large Language Models: A Survey	not yet
13	A Survey of Prompt Engineering Methods in Large Language Models for Different NLP Tasks
13	SEED-Story: Multimodal Long Story Generation with Large Language Model
13	Scalable, high-fidelity all-electronic control of trapped-ion qubits	not yet
13	Aligning Cyber Space with Physical World: A Comprehensive Survey on Embodied AI	not yet
13	OffsetBias: Leveraging Debiased Data for Tuning Evaluators	not yet
13	RegMix: Data Mixture as Regression for Language Model Pre-training	not yet
12	ShieldGemma: Generative AI Content Moderation Based on Gemma	not yet
12	AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge Bases	not yet
12	The Art of Saying No: Contextual Noncompliance in Language Models	not yet
12	EfficientQAT: Efficient Quantization-Aware Training for Large Language Models	not yet
12	A Survey of Attacks on Large Vision-Language Models: Resources, Advances, and Future Trends	not yet
12	Reuse, Don't Retrain: A Recipe for Continued Pretraining of Language Models	not yet
12	AdaPI: Facilitating DNN Model Adaptivity for Efficient Private Inference in Edge Computing	not yet
12	Seed-ASR: Understanding Diverse Speech and Contexts with LLM-based Speech Recognition	not yet
12	Bunny-VisionPro: Real-Time Bimanual Dexterous Teleoperation for Imitation Learning	not yet
12	A Practical Review of Mechanistic Interpretability for Transformer-Based Language Models	not yet
12	Boosting Consistency in Story Visualization with Rich-Contextual Conditional Diffusion Models	not yet
11	Can Editing LLMs Inject Harm?	not yet
11	Preliminary WMT24 Ranking of General MT Systems and LLMs	not yet
11	SV4D: Dynamic 3D Content Generation with Multi-Frame and Multi-View Consistency
11	VILA$^2$: VILA Augmented VILA	not yet
11	Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach	not yet
11	Advanced AI Framework for Enhanced Detection and Assessment of Abdominal Trauma: Integrating 3D Segmentation with 2D CNN and RNN Models	not yet
11	Movable Antenna-Enhanced Wireless Communications: General Architectures and Implementation Methods	not yet
11	Interim report for the International Muon Collider Collaboration (IMCC)	not yet
11	Does Refusal Training in LLMs Generalize to the Past Tense?	not yet
11	The Good, The Bad, and The Greedy: Evaluation of LLMs Should Not Ignore Non-Determinism	not yet
11	Deconstructing What Makes a Good Optimizer for Language Models	not yet
11	Controlling Space and Time with Diffusion Models	not yet
11	ANOLE: An Open, Autoregressive, Native Large Multimodal Models for Interleaved Image-Text Generation	not yet
11	MJ-Bench: Is Your Multimodal Reward Model Really a Good Judge for Text-to-Image Generation?	not yet
11	Mixture of A Million Experts
11	FunAudioLLM: Voice Understanding and Generation Foundation Models for Natural Interaction Between Humans and LLMs	not yet
11	Quantum coarsening and collective dynamics on a programmable quantum simulator	not yet
11	RLHF Can Speak Many Languages: Unlocking Multilingual Preference Optimization for LLMs	not yet
11	CRAB: Cross-environment Agent Benchmark for Multimodal Language Model Agents	not yet
10	Recursive Introspection: Teaching Language Model Agents How to Self-Improve	not yet
10	Demystifying Verbatim Memorization in Large Language Models	not yet
10	NV-Retriever: Improving text embedding models with effective hard-negative mining	not yet
10	BOND: Aligning LLMs with Best-of-N Distillation	not yet
10	Prover-Verifier Games improve legibility of LLM outputs	not yet
10	A Comprehensive Survey on Kolmogorov Arnold Networks (KAN)	not yet
10	Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?	not yet
10	Benchmarking Vision Language Models for Cultural Understanding	not yet
10	Robotic Control via Embodied Chain-of-Thought Reasoning	not yet
10	Autoregressive Speech Synthesis without Vector Quantization	not yet
10	Induction Heads as an Essential Mechanism for Pattern Matching in In-context Learning	not yet
10	Entropy Law: The Story Behind Data Compression and LLM Performance	not yet
10	MiraData: A Large-Scale Video Dataset with Long Durations and Structured Captions	not yet
10	RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models	not yet
10	Me, Myself, and AI: The Situational Awareness Dataset (SAD) for LLMs
10	Benchmarking Complex Instruction-Following with Multiple Constraints Composition	not yet
10	MMedAgent: Learning to Use Medical Tools with Multi-modal Agent	not yet
10	Learning tensor networks with tensor cross interpolation: new algorithms and libraries	not yet
10	We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning?	not yet
10	Searching for Best Practices in Retrieval-Augmented Generation	not yet
10	UnUnlearning: Unlearning is not sufficient for content regulation in advanced generative AI	not yet
9	Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs	not yet
9	MoMa: Efficient Early-Fusion Pre-training with Mixture of Modality-Aware Experts
9	Cross-modality Information Check for Detecting Jailbreaking in Multimodal Large Language Models	not yet
9	Machine Unlearning in Generative AI: A Survey	not yet
9	MindSearch: Mimicking Human Minds Elicits Deep AI Searcher
9	RLCoder: Reinforcement Learning for Repository-Level Code Completion	not yet
9	Inferring turbulent velocity and temperature fields and their statistics from Lagrangian velocity measurements using physics-informed Kolmogorov-Arnold Networks	not yet
9	When Can Transformers Count to n?	not yet
9	Reduced Effectiveness of Kolmogorov-Arnold Networks on Functions with Noise	not yet
9	Differential Privacy of Cross-Attention with Provable Guarantee	not yet
9	T2V-CompBench: A Comprehensive Benchmark for Compositional Text-to-video Generation	not yet
9	Understanding Reinforcement Learning-Based Fine-Tuning of Diffusion Models: A Tutorial and Review	not yet
9	Semantic Operators: A Declarative Model for Rich, AI-based Analytics Over Text Data	not yet
9	LAB-Bench: Measuring Capabilities of Language Models for Biology Research	not yet
9	Refuse Whenever You Feel Unsafe: Improving Safety in LLMs via Decoupled Refusal Training	not yet
9	$\beta$-DPO: Direct Preference Optimization with Dynamic $\beta$	not yet
9	Rectifier: Code Translation with Corrector via LLMs	not yet
9	3D Gaussian Ray Tracing: Fast Tracing of Particle Scenes	not yet
9	Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps	not yet
9	UltraEdit: Instruction-based Fine-Grained Image Editing at Scale	not yet
9	LoRA-GA: Low-Rank Adaptation with Gradient Approximation	not yet
9	On scalable oversight with weak LLMs judging strong LLMs	not yet
9	Meta 3D AssetGen: Text-to-Mesh Generation with High-Quality Geometry, Texture, and PBR Materials	not yet
9	MMLongBench-Doc: Benchmarking Long-context Document Understanding with Visualizations	not yet
9	Efficient Long-distance Latent Relation-aware Graph Neural Network for Multi-modal Emotion Recognition in Conversations	not yet
8	FreeLong: Training-Free Long Video Generation with SpectralBlend Temporal Attention	not yet
8	The Emerged Security and Privacy of LLM Agent: A Survey with Case Studies	not yet
8	Know Your Limits: A Survey of Abstention in Large Language Models	not yet
8	Exploring the Limitations of Kolmogorov-Arnold Networks in Classification: Insights to Software Training and Hardware Implementation	not yet
8	Adaptive Robot Detumbling of a Non-Rigid Satellite	not yet
8	AMEX: Android Multi-annotation Expo Dataset for Mobile GUI Agents	not yet
8	Learning to Manipulate Anywhere: A Visual Generalizable Framework For Reinforcement Learning	not yet
8	When Do Universal Image Jailbreaks Transfer Between Vision-Language Models?	not yet
8	Flow as the Cross-Domain Manipulation Interface	not yet
8	Knowledge Mechanisms in Large Language Models: A Survey and Perspective	not yet
8	Falcon2-11B Technical Report	not yet
8	Weak-to-Strong Reasoning	not yet
8	Differential Privacy Mechanisms in Neural Tangent Kernel Regression	not yet
8	Surgical Robot Transformer (SRT): Imitation Learning for Surgical Tasks	not yet
8	BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval	not yet
8	AutoFlow: Automated Workflow Generation for Large Language Model Agents	not yet
8	LLM Inference Serving: Survey of Recent Advances and Opportunities	not yet
8	LongLaMP: A Benchmark for Personalized Long-form Text Generation	not yet
8	UMI on Legs: Making Manipulation Policies Mobile with Manipulation-Centric Whole-body Controllers	not yet
8	Lean-STaR: Learning to Interleave Thinking and Proving
8	The Heterophilic Graph Learning Handbook: Benchmarks, Models, Theoretical Analysis, Applications and Challenges	not yet
8	A Neural Matrix Decomposition Recommender System Model based on the Multimodal Large Language Model	not yet
8	The Solar and Geomagnetic Storms in May 2024: A Flash Data Report	not yet
8	On Leakage of Code Generation Evaluation Datasets	not yet
8	Advanced Financial Fraud Detection Using GNN-CL Model	not yet
8	What's Wrong with Your Code Generated by Large Language Models? An Extensive Study	not yet
8	Empowering 1000 tokens/second on-device LLM prefilling with mllm-NPU	not yet
8	Logical Operators and Fold-Transversal Gates of Bivariate Bicycle Codes	not yet
8	Stacked Intelligent Metasurfaces for Wireless Sensing and Communication: Applications and Challenges	not yet
8	Large-scale quantum reservoir learning with an analog quantum computer	not yet
8	Research on Autonomous Robots Navigation based on Reinforcement Learning	not yet
8	CEB: Compositional Evaluation Benchmark for Fairness in Large Language Models	not yet
8	FineCLIPER: Multi-modal Fine-grained CLIP for Dynamic Facial Expression Recognition with AdaptERs	not yet
8	EquiBot: SIM(3)-Equivariant Diffusion Policy for Generalizable and Data Efficient Learning	not yet
8	On Statistical Rates and Provably Efficient Criteria of Latent Diffusion Transformers (DiTs)	not yet
8	Roleplay-doh: Enabling Domain-Experts to Create LLM-simulated Patients via Eliciting and Adhering to Principles	not yet
8	Diffusion Models and Representation Learning: A Survey	not yet
8	Is It Really Long Context if All You Need Is Retrieval? Towards Genuinely Difficult Long Context NLP	not yet
8	Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks	not yet
7	Enhanced Self-Checkout System for Retail Based on Improved YOLOv10	not yet
7	Direct Unlearning Optimization for Robust and Safe Text-to-Image Models	not yet
7	COEFF-KANs: A Paradigm to Address the Electrolyte Field with KANs	not yet
7	Towards Effective and Efficient Continual Pre-training of Large Language Models	not yet
7	PersonaGym: Evaluating Persona Agents and LLMs	not yet
7	Physics Informed Kolmogorov-Arnold Neural Networks for Dynamical Analysis via Efficent-KAN and WAV-KAN	not yet
7	AI Safety in Generative AI Large Language Models: A Survey	not yet
7	Keep the Cost Down: A Review on Methods to Optimize LLM' s KV-Cache Consumption	not yet
7	Financial Statement Analysis with Large Language Models	not yet
7	HumanVid: Demystifying Training Data for Camera-controllable Human Image Animation	not yet
7	PyBench: Evaluating LLM Agent on various real-world coding tasks	not yet
7	MovieDreamer: Hierarchical Generation for Coherent Long Visual Sequence	not yet
7	RazorAttention: Efficient KV Cache Compression Through Retrieval Heads	not yet
7	Data driven weather forecasts trained and initialised directly from observations	not yet
7	BIGbench: A Unified Benchmark for Social Bias in Text-to-Image Generative Models Based on Multi-modal LLM	not yet
7	Not All Noises Are Created Equally:Diffusion Noise Selection and Optimization	not yet
7	SciCode: A Research Coding Benchmark Curated by Scientists	not yet
7	DropKAN: Regularizing KANs by masking post-activations	not yet
7	Agent-E: From Autonomous Web Navigation to Foundational Design Principles in Agentic Systems	not yet
7	Reasoning with Large Language Models, a Survey
7	Uncertainty is Fragile: Manipulating Uncertainty in Large Language Models	not yet
7	Tailoring Solution Accuracy for Fast Whole-body Model Predictive Control of Legged Robots	not yet
7	AccDiffusion: An Accurate Method for Higher-Resolution Image Generation	not yet
7	Self-Consuming Generative Models with Curated Data Provably Optimize Human Preferences	not yet
7	Video Diffusion Alignment via Reward Gradients	not yet
7	Lynx: An Open Source Hallucination Evaluation Model	not yet
7	Model Tells You Where to Merge: Adaptive KV Cache Merging for LLMs on Long-Context Tasks	not yet
7	AutoBencher: Creating Salient, Novel, Difficult Datasets for Language Models	not yet
7	Decentralized Adaptive Aerospace Transportation of Unknown Loads Using A Team of Robots	not yet
7	Mobility VLA: Multimodal Instruction Navigation with Long-Context VLMs and Topological Graphs	not yet
7	Diffusion Model-Based Video Editing: A Survey	not yet
7	CopyBench: Measuring Literal and Non-Literal Reproduction of Copyright-Protected Text in Language Model Generation	not yet
7	Enabling 6G Performance in the Upper Mid-Band by Transitioning From Massive to Gigantic MIMO	not yet
7	Emilia: An Extensive, Multilingual, and Diverse Speech Dataset for Large-Scale Speech Generation	not yet
7	LogicVista: Multimodal LLM Logical Reasoning Benchmark in Visual Contexts	not yet
7	RAM: Retrieval-Based Affordance Transfer for Generalizable Zero-Shot Robotic Manipulation	not yet
7	Trustworthy Classification through Rank-Based Conformal Prediction Sets	not yet
7	ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild	not yet
7	MiniGPT-Med: Large Language Model as a General Interface for Radiology Diagnosis	not yet
7	BM25S: Orders of magnitude faster lexical search via eager sparse scoring	not yet
7	TheoremLlama: Transforming General-Purpose LLMs into Lean4 Experts	not yet
7	Effect of a Process Mining based Pre-processing Step in Prediction of the Critical Health Outcomes	not yet
7	Meta Large Language Model Compiler: Foundation Models of Compiler Optimization	not yet
7	Meta 3D TextureGen: Fast and Consistent Texture Generation for 3D Objects	not yet
7	DrugCLIP: Contrastive Drug-Disease Interaction For Drug Repurposing	not yet
7	PromptIntern: Saving Inference Costs by Internalizing Recurrent Prompt during Large Language Model Fine-tuning	not yet
7	UltraPixel: Advancing Ultra-High-Resolution Image Synthesis to New Peaks	not yet
7	DiscoveryBench: Towards Data-Driven Discovery with Large Language Models	not yet
7	MIA-Bench: Towards Better Instruction Following Evaluation of Multimodal LLMs	not yet
7	Tracking the 2024 US Presidential Election Chatter on Tiktok: A Public Multimodal Dataset	not yet
7	Non-Hermitian skin effect in arbitrary dimensions: non-Bloch band theory and classification	not yet
7	MIRAI: Evaluating LLM Agents for Event Forecasting	not yet
7	Kolmogorov-Arnold Convolutions: Design Principles and Empirical Studies	not yet
7	Step-Controlled DPO: Leveraging Stepwise Error for Enhanced Mathematical Reasoning	not yet
7	Quantum Circuit Synthesis and Compilation Optimization: Overview and Prospects	not yet
7	Large-scale, Independent and Comprehensive study of the power of LLMs for test case generation	not yet
6	Berkeley Humanoid: A Research Platform for Learning-based Control	not yet
6	DKL-KAN: Scalable Deep Kernel Learning using Kolmogorov-Arnold Networks	not yet
6	ThinK: Thinner Key Cache by Query-Driven Pruning	not yet
6	Diffusion Feedback Helps CLIP See Better	not yet
6	Cycle3D: High-quality and Consistent Image-to-3D Generation via Generation-Reconstruction Cycle	not yet
6	Autonomous Navigation of Unmanned Vehicle Through Deep Reinforcement Learning	not yet
6	LoRA-Pro: Are Low-Rank Adapters Properly Optimized?	not yet
6	LEAN-GitHub: Compiling GitHub LEAN repositories for a versatile LEAN prover	not yet
6	From Text to Insight: Large Language Models for Materials Science Data Extraction	not yet
6	Separable DeepONet: Breaking the Curse of Dimensionality in Physics-Informed Machine Learning	not yet
6	Generalization v.s. Memorization: Tracing Language Models' Capabilities Back to Pretraining Data
6	NNsight and NDIF: Democratizing Access to Foundation Model Internals	not yet
6	EVLM: An Efficient Vision-Language Model for Visual Understanding	not yet
6	LazyLLM: Dynamic Token Pruning for Efficient Long Context LLM Inference	not yet
6	Towards Trustworthy AI: A Review of Ethical and Robust Large Language Models	not yet
6	GroupMamba: Parameter-Efficient and Accurate Group Visual State Space Model	not yet
6	Non-Fermi liquid and antiferromagnetic correlations with hole doping in the bilayer two-orbital Hubbard model of La$_3$Ni$_2$O$_7$ at zero temperature	not yet
6	Retrieval-Augmented Generation for Natural Language Processing: A Survey	not yet
6	R+X: Retrieval and Execution from Everyday Human Videos	not yet
6	The Foundation Model Transparency Index v1.1: May 2024	not yet
6	Scaling Retrieval-Based Language Models with a Trillion-Token Datastore	not yet
6	PQCache: Product Quantization-based KVCache for Long Context LLM Inference	not yet
6	IMAGDressing-v1: Customizable Virtual Dressing	not yet
6	The Better Angels of Machine Personality: How Personality Relates to LLM Safety	not yet
6	GoldFinch: High Performance RWKV/Transformer Hybrid with Linear Pre-Fill and Extreme KV-Cache Compression	not yet
6	Scaling Diffusion Transformers to 16 Billion Parameters	not yet
6	Trust No Bot: Discovering Personal Disclosures in Human-LLM Conversations in the Wild	not yet
6	Integrating Amortized Inference with Diffusion Models for Learning Clean Distribution from Corrupted Images	not yet
6	Back to Newton's Laws: Learning Vision-based Agile Flight via Differentiable Physics	not yet
6	Arena Learning: Build Data Flywheel for LLMs Post-training via Simulated Chatbot Arena	not yet
6	What Makes and Breaks Safety Fine-tuning? A Mechanistic Study	not yet
6	InfiniMotion: Mamba Boosts Memory in Transformer for Arbitrary Long Motion Generation	not yet
6	Real-time gravitational-wave inference for binary neutron stars using machine learning	not yet
6	Human-like Episodic Memory for Infinite Context LLMs	not yet
6	Evaluating AI Evaluation: Perils and Prospects	not yet
6	Benchmarking quantum computers	not yet
6	Still-Moving: Customized Video Generation without Customized Video Data	not yet
6	WildGaussians: 3D Gaussian Splatting in the Wild	not yet
6	Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting	not yet
6	Source Code Summarization in the Era of Large Language Models
6	Flooding Spread of Manipulated Knowledge in LLM-Based Multi-Agent Communities	not yet
6	Fine-Tuning Large Language Models with User-Level Differential Privacy	not yet
6	Video-to-Audio Generation with Hidden Alignment	not yet
6	From Principles to Rules: A Regulatory Approach for Frontier AI	not yet
6	Vision-and-Language Navigation Today and Tomorrow: A Survey in the Era of Foundation Models	not yet
6	RodinHD: High-Fidelity 3D Avatar Generation with Diffusion Models	not yet
6	Variational Best-of-N Alignment	not yet
6	On the Limitations of Compute Thresholds as a Governance Strategy	not yet
6	Language Representations Can be What Recommenders Need: Findings and Potentials	not yet
6	Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models	not yet
6	Configurable DOA Estimation using Incremental Learning	not yet
6	AgentInstruct: Toward Generative Teaching with Agentic Flows	not yet
6	Solving Motion Planning Tasks with a Scalable Generative Model	not yet
6	LLM-A: Large Language Model Enhanced Incremental Heuristic Search on Path Planning*	not yet
6	Consistency Flow Matching: Defining Straight Flows with Velocity Consistency	not yet
6	LDP: A Local Diffusion Planner for Efficient Robot Navigation and Collision Avoidance	not yet
6	Survey on Knowledge Distillation for Large Language Models: Methods, Evaluation, and Application	not yet
6	Improving Diffusion Inverse Problem Solving with Decoupled Noise Annealing	not yet
6	ColPali: Efficient Document Retrieval with Vision Language Models	not yet
6	$\text{Memory}^3$: Language Modeling with Explicit Memory	not yet
6	Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents	not yet
6	Posterior Sampling with Denoising Oracles via Tilted Transport	not yet
6	LiteSearch: Efficacious Tree Search for LLM	not yet
5	Safetywashing: Do AI Safety Benchmarks Actually Measure Safety Progress?	not yet
5	ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models	not yet
5	Model Attribution in LLM-Generated Disinformation: A Domain Generalization Approach with Supervised Contrastive Learning	not yet
5	Modular RAG: Transforming RAG Systems into LEGO-like Reconfigurable Frameworks	not yet
5	AI-Assisted Generation of Difficult Math Questions	not yet
5	Breaking Agents: Compromising Autonomous LLM Agents Through Malfunction Amplification	not yet
5	Rethinking the Function of Neurons in KANs	not yet
5	Theia: Distilling Diverse Vision Foundation Models for Robot Learning	not yet
5	F-KANs: Federated Kolmogorov-Arnold Networks	not yet
5	Mixture of Nested Experts: Adaptive Processing of Visual Tokens	not yet
5	OfficeBench: Benchmarking Language Agents across Multiple Applications for Office Automation	not yet
5	Hybrid summary statistics: neural weak lensing inference beyond the power spectrum	not yet
5	Effects of Scale on Language Model Robustness
5	Transformers on Markov Data: Constant Depth Suffices	not yet
5	WildHallucinations: Evaluating Long-form Factuality in LLMs with Real-World Entity Queries	not yet
5	u-$\mu$P: The Unit-Scaled Maximal Update Parametrization	not yet
5	AIR-Bench 2024: A Safety Benchmark Based on Risk Categories from Regulations and Policies	not yet
5	A Basis-Free Phase Space Electronic Hamiltonian That Recovers Beyond Born-Oppenheimer Electronic Momentum and Current Density	not yet
5	Data-driven Koopman operator predictions of turbulent dynamics in models of shear flows	not yet
5	Predicting Stock Prices with FinBERT-LSTM: Integrating News Sentiment Analysis	not yet
5	Implications of the laser excitation of the Th-229 nucleus for dark matter searches	not yet
5	MMInstruct: A High-Quality Multi-Modal Instruction Tuning Dataset with Extensive Diversity	not yet
5	AssistantBench: Can Web Agents Solve Realistic and Time-Consuming Tasks?	not yet
5	Imposter.AI: Adversarial Attacks with Hidden Intentions towards Aligned Large Language Models	not yet
5	A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model	not yet
5	XAI meets LLMs: A Survey of the Relation between Explainable AI and Large Language Models	not yet
5	Deep State Space Recurrent Neural Networks for Time Series Forecasting	not yet
5	Is Behavior Cloning All You Need? Understanding Horizon in Imitation Learning	not yet
5	FMamba: Mamba based on Fast-attention for Multivariate Time-series Forecasting	not yet
5	ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities	not yet
5	NeuroBind: Towards Unified Multimodal Representations for Neural Signals	not yet
5	Understanding Reference Policies in Direct Preference Optimization	not yet
5	Beyond Dropout: Robust Convolutional Neural Networks Based on Local Feature Masking	not yet
5	Beyond Augmentation: Empowering Model Robustness under Extreme Capture Environments	not yet
5	CoD, Towards an Interpretable Medical Agent using Chain of Diagnosis	not yet
5	Are Large Language Models Capable of Generating Human-Level Narratives?	not yet
5	Research on Image Super-Resolution Reconstruction Mechanism based on Convolutional Neural Network	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/