AI論文解説 Youtubeチャンネル: AI時代の羅針盤

2024年11月頃に公開されたcsカテゴリの論文 (ID: 2411.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。
(2025年1月16日更新)

被引用数	タイトル	動画
17	From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge	not yet
14	Emotion-Aware Interaction Design in Intelligent User Interface Using Multi-Modal Deep Learning	not yet
13	LLaVA-CoT: Let Vision Language Models Reason Step-by-Step
12	Self-Supervised Learning in Deep Networks: A Pathway to Robust Few-Shot Classification	not yet
12	Metric Learning for Tag Recommendation: Tackling Data Sparsity and Cold Start Issues	not yet
11	Tulu 3: Pushing Frontiers in Open Language Model Post-Training	not yet
11	Logical computation demonstrated with a neutral atom quantum processor	not yet
10	Enhancing Few-Shot Learning with Integrated Data and GAN Model Approaches	not yet
10	Optimizing Gesture Recognition for Seamless UI Interaction Using Convolutional Neural Networks	not yet
10	Graph Neural Network-Based Entity Extraction and Relationship Reasoning in Complex Knowledge Graphs	not yet
10	Adaptive Cache Management for Complex Storage Systems Using CNN-LSTM-Based Spatiotemporal Prediction	not yet
10	Freeze-Omni: A Smart and Low Latency Speech-to-speech Dialogue Model with Frozen LLM	not yet
9	Marco-o1: Towards Open Reasoning Models for Open-Ended Solutions
9	Advanced RAG Models with Graph Structures: Optimizing Complex Knowledge Reasoning and Text Generation	not yet
8	Leveraging Semi-Supervised Learning to Enhance Data Mining for Image Classification under Limited Labeled Data	not yet
8	A Survey on LLM-as-a-Judge	not yet
8	Enhancing LLM Reasoning with Reward-guided Tree Search	not yet
8	LoRA-LiteE: A Computationally Efficient Framework for Chatbot Preference-Tuning	not yet
8	Circuit Complexity Bounds for RoPE-based Transformer Architecture	not yet
8	FrontierMath: A Benchmark for Evaluating Advanced Mathematical Reasoning in AI
8	Scaling Laws for Precision
7	OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining	not yet
7	A Combined Encoder and Transformer Approach for Coherent and High-Quality Text Generation	not yet
7	Generative Agent Simulations of 1,000 People
7	Seeing Clearly by Layer Two: Enhancing Attention Heads to Alleviate Hallucination in LVLMs	not yet
7	Reinforcement Learning for Adaptive Resource Scheduling in Complex System Environments	not yet
7	OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models	not yet
7	Measuring short-form factuality in large language models	not yet
7	Randomized Autoregressive Visual Generation	not yet
6	WavChat: A Survey of Spoken Dialogue Models	not yet
6	RedPajama: an Open Dataset for Training Large Language Models	not yet
6	Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization	not yet
6	ReCapture: Generative Video Camera Controls for User-Provided Videos using Masked Video Fine-Tuning	not yet
6	DimensionX: Create Any 3D and 4D Scenes from a Single Image with Controllable Video Diffusion	not yet
6	How Far is Video Generation from World Model: A Physical Law Perspective
6	What do sin$(x)$ and arcsinh$(x)$ have in Common?	not yet
5	Fundamental Limits of Prompt Tuning Transformers: Universality, Capacity and Efficiency	not yet
5	MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs	not yet
5	Robust Graph Neural Networks for Stability Analysis in Dynamic Networks	not yet
5	Large Wireless Model (LWM): A Foundation Model for Wireless Channels	not yet
5	The Surprising Effectiveness of Test-Time Training for Abstract Reasoning	not yet
5	Data-Driven Control of Large-Scale Networks with Formal Guarantees: A Small-Gain Free Approach	not yet
5	Quantum speedups in solving near-symmetric optimization problems by low-depth QAOA	not yet
5	DiT4Edit: Diffusion Transformer for Image Editing	not yet
5	MM-Embed: Universal Multimodal Retrieval with Multimodal LLMs	not yet
5	Distributionally Robust Optimization	not yet
5	GenXD: Generating Any 3D and 4D Scenes
5	MdEval: Massively Multilingual Code Debugging	not yet
5	Tencent Hunyuan3D-1.0: A Unified Framework for Text-to-3D and Image-to-3D Generation	not yet
5	Hunyuan-Large: An Open-Source MoE Model with 52 Billion Activated Parameters by Tencent	not yet
5	Leveraging Microservices Architecture for Dynamic Pricing in the Travel Industry: Algorithms, Scalability, and Impact on Revenue and Customer Satisfaction	not yet
4	Multimodal Whole Slide Foundation Model for Pathology	not yet
4	CAT4D: Create Anything in 4D with Multi-View Video Diffusion Models	not yet
4	Self-Generated Critiques Boost Reward Modeling for Language Models	not yet
4	Transformers are Deep Optimizers: Provable In-Context Learning for Deep Model Training	not yet
4	O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?	not yet
4	Exploring the Use of Machine Learning Weather Models in Data Assimilation	not yet
4	Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models	not yet
4	Is there any Trinity of Gravity, to start with?	not yet
4	Graph Domain Adaptation with Dual-branch Encoder and Two-level Alignment for Whole Slide Image-based Survival Prediction	not yet
4	Trajectory Tracking Using Frenet Coordinates with Deep Deterministic Policy Gradient	not yet
4	SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory
4	ACE2: Accurately learning subseasonal to decadal atmospheric variability and forced responses	not yet
4	Number it: Temporal Grounding Videos like Flipping Manga	not yet
4	Chinese SimpleQA: A Chinese Factuality Evaluation for Large Language Models	not yet
4	Polarization Aware Movable Antenna	not yet
4	A Next-Generation Approach to Airline Reservations: Integrating Cloud Microservices with AI and Blockchain for Enhanced Operational Performance	not yet
4	Sufficient Context: A New Lens on Retrieval Augmented Generation Systems	not yet
4	SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models	not yet
4	HourVideo: 1-Hour Video-Language Understanding	not yet
4	SG-I2V: Self-Guided Trajectory Control in Image-to-Video Generation	not yet
4	Measure-to-measure interpolation using Transformers	not yet
4	Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks
4	Continuous-Time State Estimation Methods in Robotics: A Survey	not yet
4	Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level	not yet
4	Long Context RAG Performance of Large Language Models	not yet
4	A Comprehensive Survey of Small Language Models in the Era of Large Language Models: Techniques, Enhancements, Applications, Collaboration with LLMs, and Trustworthiness	not yet
4	Towards evaluations-based safety cases for AI scheming	not yet
4	Efficient Hamiltonian, structure and trace distance learning of Gaussian states	not yet
4	MuCol Milestone Report No. 5: Preliminary Parameters	not yet
4	Addressing Representation Collapse in Vector Quantized Models with One Linear Layer	not yet
4	PageRank Bandits for Link Prediction	not yet
4	Strengthening DeFi Security: A Static Analysis Approach to Flash Loan Vulnerabilities	not yet
4	Rule Based Rewards for Language Model Safety	not yet
4	GameGen-X: Interactive Open-world Game Video Generation
4	PatternBoost: Constructions in Mathematics with a Little Help from AI	not yet
4	A Lorentz-Equivariant Transformer for All of the LHC	not yet
3	Universal non-Hermitian transport in disordered systems	not yet
3	INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge	not yet
3	Large Language Model-Brained GUI Agents: A Survey	not yet
3	Information geometry of bosonic Gaussian thermal states	not yet
3	TimeMarker: A Versatile Video-LLM for Long and Short Video Understanding with Superior Temporal Localization Ability	not yet
3	SALMONN-omni: A Codec-free LLM for Full-duplex Speech Understanding and Generation	not yet
3	OracleSage: Towards Unified Visual-Linguistic Understanding of Oracle Bone Scripts through Cross-Modal Knowledge Fusion	not yet
3	Anytime Acceleration of Gradient Descent	not yet
3	Scaling Speech-Text Pre-training with Synthetic Interleaved Data	not yet
3	ShowUI: One Vision-Language-Action Model for GUI Visual Agent	not yet
3	VLRewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models	not yet
3	All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages	not yet
3	Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training	not yet
3	When Spatial meets Temporal in Action Recognition	not yet
3	Global Challenge for Safe and Secure LLMs Track 1	not yet
3	Robust Detection of Watermarks for Large Language Models Under Human Edits	not yet
3	VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models	not yet
3	IoT-Based 3D Pose Estimation and Motion Optimization for Athletes: Application of C3D and OpenPose	not yet
3	Optimizing Airline Reservation Systems with Edge-Enabled Microservices: A Framework for Real-Time Data Processing and Enhanced User Responsiveness	not yet
3	An introduction to relativistic spin hydrodynamics	not yet
3	High-fidelity universal gates in the $^{171}$Yb ground state nuclear spin qubit	not yet
3	Transcending Language Boundaries: Harnessing LLMs for Low-Resource Language Translation	not yet
3	Towards Open-Vocabulary Audio-Visual Event Localization	not yet
3	Debiasing Watermarks for Large Language Models via Maximal Coupling	not yet
3	BlueLM-V-3B: Algorithm and System Co-Design for Multimodal Large Language Models on Mobile Devices	not yet
3	MagicQuill: An Intelligent Interactive Image Editing System	not yet
3	On the Limits of Language Generation: Trade-Offs Between Hallucination and Mode Collapse
3	Toward Democratized Generative AI in Next-Generation Mobile Edge Networks	not yet
3	A Large-Scale Study of Relevance Assessments with Large Language Models: An Initial Look	not yet
3	Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows	not yet
3	Enhancing Link Prediction with Fuzzy Graph Attention Networks and Dynamic Negative Sampling	not yet
3	Real-time Monitoring and Analysis of Track and Field Athletes Based on Edge Computing and Deep Reinforcement Learning Algorithm	not yet
3	SPIKANs: Separable Physics-Informed Kolmogorov-Arnold Networks	not yet
3	A Survey on Kolmogorov-Arnold Network	not yet
3	Dynamic-SUPERB Phase-2: A Collaboratively Expanding Benchmark for Measuring the Capabilities of Spoken Language Models with 180 Tasks	not yet
3	M3DocRAG: Multi-modal Retrieval is What You Need for Multi-page Multi-document Understanding	not yet
3	MVSplat360: Feed-Forward 360 Scene Synthesis from Sparse Views	not yet
3	Taming Rectified Flow for Inversion and Editing	not yet
3	Mixing time of quantum Gibbs sampling for random sparse Hamiltonians	not yet
3	Non-Reciprocal Beyond Diagonal RIS: Multiport Network Models and Performance Benefits in Full-Duplex Systems	not yet
3	Medical Adaptation of Large Language and Vision-Language Models: Are We Making Progress?	not yet
3	Self-Consistency Preference Optimization	not yet
3	Evaluation data contamination in LLMs: how do we measure it and (when) does it matter?	not yet
3	MRJ-Agent: An Effective Jailbreak Agent for Multi-Round Dialogue	not yet
3	StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding	not yet
3	Hypergraphs as Weighted Directed Self-Looped Graphs: Spectral Properties, Clustering, Cheeger Inequality	not yet
3	V-DPO: Mitigating Hallucination in Large Vision Language Models via Vision-Guided Direct Preference Optimization	not yet
3	RT-Affordance: Affordances are Versatile Intermediate Representations for Robot Manipulation	not yet
3	A Comprehensive Study on Quantization Techniques for Large Language Models	not yet
3	SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Models	not yet
3	PPLLaVA: Varied Video Sequence Understanding With Prompt Guidance	not yet
3	Combining Induction and Transduction for Abstract Reasoning	not yet
3	TableGPT2: A Large Multimodal Model with Tabular Data Integration	not yet
3	ChatTracker: Enhancing Visual Tracking Performance via Chatting with Multimodal Large Language Model	not yet
3	xDiT: an Inference Engine for Diffusion Transformers (DiTs) with Massive Parallelism	not yet
3	UniGuard: Towards Universal Safety Guardrails for Jailbreak Attacks on Multimodal Large Language Models	not yet
3	NEO: Saving GPU Memory Crisis with CPU Offloading for Online LLM Inference	not yet
3	Novel Topology and Manipulation of Scattering Singularities in Complex non-Hermitian Systems	not yet
3	AutoGLM: Autonomous Foundation Agents for GUIs	not yet
3	IGOR: Image-GOal Representations are the Atomic Control Units for Foundation Models in Embodied AI	not yet
3	Lingma SWE-GPT: An Open Development-Process-Centric Language Model for Automated Software Improvement	not yet
3	Quantum-centric computation of molecular excited states with extended sample-based quantum diagonalization	not yet
3	A Public Dataset Tracking Social Media Discourse about the 2024 U.S. Presidential Election on Twitter/X	not yet
3	Project Sid: Many-agent simulations toward AI civilization	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/