AI論文解説 Youtubeチャンネル: AI時代の羅針盤

2024年12月頃に公開されたcsカテゴリの論文 (ID: 2412.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4月4日更新)

被引用数	タイトル	動画
595	Qwen2.5 Technical Report	not yet
456	DeepSeek-V3 Technical Report	not yet
262	OpenAI o1 System Card	not yet
147	Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling	not yet
94	HunyuanVideo: A Systematic Framework For Large Video Generative Models
82	Phi-4 Technical Report
50	DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding	not yet
48	Do NOT Think That Much for 2+3
43	Training Large Language Models to Reason in a Continuous Latent Space
39	Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference	not yet
38	Open-Sora Plan: Open-Source Large Video Generation Model
37	ProcessBench: Identifying Process Errors in Mathematical Reasoning	not yet
36	Open-Sora: Democratizing Efficient Video Production for All	not yet
36	Structured 3D Latents for Scalable and Versatile 3D Generation	not yet
34	Deliberative Alignment: Reasoning Enables Safer Language Models	not yet
33	Imitate, Explore, and Self-Improve: A Reproduction Report on Slow-thinking Reasoning Systems	not yet
30	LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods	not yet
26	Free Process Rewards without Process Labels	not yet
25	Alignment faking in large language models	not yet
25	Infinity: Scaling Bitwise AutoRegressive Modeling for High-Resolution Image Synthesis
23	LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks	not yet
23	Flow Matching Guide and Code	not yet
23	Flexible-Antenna Systems: A Pinching-Antenna Perspective	not yet
22	Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search	not yet
22	NVILA: Efficient Frontier Visual Language Models	not yet
22	Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation	not yet
20	HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs
20	Thinking in Space: How Multimodal Large Language Models See, Remember, and Recall Spaces	not yet
20	Byte Latent Transformer: Patches Scale Better Than Tokens
20	Aya Expanse: Combining Research Breakthroughs for a New Multilingual Frontier	not yet
20	GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot	not yet
19	TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation	not yet
18	Large Concept Models: Language Modeling in a Sentence Representation Space
18	VisionZip: Longer is Better but Not Necessary in Vision Language Models
18	PaliGemma 2: A Family of Versatile VLMs for Transfer
17	Fast Gradient Computation for RoPE Attention in Almost Linear Time	not yet
17	Scaling of Search and Learning: A Roadmap to Reproduce o1 from Reinforcement Learning Perspective
16	Experimental Demonstration of Logical Magic State Distillation	not yet
16	MetaMorph: Multimodal Understanding and Generation via Instruction Tuning	not yet
16	ExBody2: Advanced Expressive Humanoid Whole-Body Control	not yet
16	Frontier Models are Capable of In-context Scheming	not yet
16	o1-Coder: an o1 Replication for Coding	not yet
15	Token-Budget-Aware LLM Reasoning	not yet
15	ARC Prize 2024: Technical Report
15	Best-of-N Jailbreaking	not yet
14	Theoretical Constraints on the Expressive Power of $\mathsf{RoPE}$-based Tensor Attention Transformers	not yet
14	Motion Prompting: Controlling Video Generation with Motion Trajectories	not yet
13	CosyVoice 2: Scalable Streaming Speech Synthesis with Large Language Models	not yet
13	Forest-of-Thought: Scaling Test-Time Compute for Enhancing LLM Reasoning	not yet
13	Mobile-TeleVision: Predictive Motion Priors for Humanoid Whole-Body Control	not yet
13	From Slow Bidirectional to Fast Autoregressive Video Diffusion Models
13	The Computational Limits of State-Space Models and Mamba via the Lens of Circuit Complexity	not yet
12	Formal Mathematical Reasoning: A New Frontier in AI	not yet
12	FlowAR: Scale-wise Autoregressive Image Generation Meets Flow Matching	not yet
12	TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks
12	RoboMIND: Benchmark on Multi-embodiment Intelligence Normative Data for Robot Manipulation	not yet
12	Compressed Chain of Thought: Efficient Reasoning Through Dense Representations	not yet
12	Apollo: An Exploration of Video Understanding in Large Multimodal Models
12	Machine Unlearning Doesn't Do What You Think: Lessons for Generative AI Policy, Research, and Practice
11	An analytic theory of creativity in convolutional diffusion models	not yet
11	LMFusion: Adapting Pretrained Language Models for Multimodal Generation	not yet
11	Flex Attention: A Programming Model for Generating Optimized Attention Kernels	not yet
11	InstantSwap: Fast Customized Concept Swapping across Sharp Shape Differences	not yet
10	A Survey on Large Language Model Acceleration based on KV Cache Management	not yet
10	MEDEC: A Benchmark for Medical Error Detection and Correction in Clinical Notes
10	Jasper and Stella: distillation of SOTA embedding models	not yet
10	DRT: Deep Reasoning Translation via Long Chain-of-Thought	not yet
10	Taming Multimodal Joint Training for High-Quality Video-to-Audio Synthesis	not yet
10	Parallelized Autoregressive Visual Generation	not yet
10	AceMath: Advancing Frontier Math Reasoning with Post-Training and Reward Modeling	not yet
10	Autoregressive Video Generation without Vector Quantization	not yet
10	Towards Generalist Robot Policies: What Matters in Building Vision-Language-Action Models	not yet
10	LazyDiT: Lazy Learning for the Acceleration of Diffusion Transformers	not yet
10	InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions	not yet
10	The BrowserGym Ecosystem for Web Agent Research	not yet
10	Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction	not yet
10	Liquid: Language Models are Scalable and Unified Multi-modal Generators	not yet
10	Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey	not yet
10	[CLS] Attention is All You Need for Training-Free Visual Token Pruning: Make VLM Inference Faster	not yet
9	OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis	not yet
9	Dora: Sampling and Benchmarking for 3D Shape Variational Auto-Encoders	not yet
9	LearnLM: Improving Gemini for Learning
9	Offline Reinforcement Learning for LLM Multi-Step Reasoning	not yet
9	Score-based Generative Diffusion Models for Social Recommendations	not yet
9	Inference-Aware Fine-Tuning for Best-of-N Sampling in Large Language Models	not yet
9	Entropy-Regularized Process Reward Model	not yet
9	TraceVLA: Visual Trace Prompting Enhances Spatial-Temporal Awareness for Generalist Robotic Policies	not yet
9	FlowEdit: Inversion-Free Text-Based Editing Using Pre-Trained Flow Models	not yet
9	UniReal: Universal Image Generation and Editing via Learning Real-world Dynamics	not yet
9	A Consolidated Volatility Prediction with Back Propagation Neural Network and Genetic Algorithm	not yet
9	On Evaluating the Durability of Safeguards for Open-Weight LLMs	not yet
9	Gated Delta Networks: Improving Mamba2 with Delta Rule	not yet
9	BatchTopK Sparse Autoencoders	not yet
9	Comprehensive Evaluation of Multimodal AI Models in Medical Imaging Diagnosis: From Data Augmentation to Preference-Based Comparison	not yet
9	MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale	not yet
9	Evaluating and Aligning CodeLLMs on Human Preference	not yet
9	RandAR: Decoder-only Autoregressive Visual Generation in Random Orders	not yet
9	Scaling New Frontiers: Insights into Large Recommendation Models	not yet
8	Training Software Engineering Agents and Verifiers with SWE-Gym	not yet
8	Aria-UI: Visual Grounding for GUI Instructions	not yet
8	Align Anything: Training All-Modality Models to Follow Instructions with Language Feedback	not yet
8	Categorical Symmetries in Spin Models with Atom Arrays	not yet
8	GUI Agents: A Survey	not yet
8	RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and Refinement	not yet
8	Fault-Tolerant Operation and Materials Science with Neutral Atom Logical Qubits	not yet
8	Hierarchical Split Federated Learning: Convergence Analysis and System Optimization	not yet
8	On the Expressive Power of Modern Hopfield Networks	not yet
8	International Scientific Report on the Safety of Advanced AI (Interim Report)	not yet
8	Diffusion-VLA: Scaling Robot Foundation Models via Unified Diffusion and Autoregression	not yet
8	U-MATH: A University-Level Benchmark for Evaluating Mathematical Skills in LLMs	not yet
8	Mind the Gap: Examining the Self-Improvement Capabilities of Large Language Models	not yet
8	An Automated Data Mining Framework Using Autoencoders for Feature Extraction and Dimensionality Reduction	not yet
7	TradingAgents: Multi-Agents LLM Financial Trading Framework	not yet
7	SegKAN: High-Resolution Medical Image Segmentation with Long-Distance Dependencies	not yet
7	DrivingGPT: Unifying Driving World Modeling and Planning with Multi-modal Autoregressive Transformers	not yet
7	KG4Diagnosis: A Hierarchical Multi-Agent LLM Framework with Knowledge Graph Enhancement for Medical Diagnosis	not yet
7	Progressive Multimodal Reasoning via Active Retrieval	not yet
7	MegaPairs: Massive Data Synthesis For Universal Multimodal Retrieval	not yet
7	Agent-SafetyBench: Evaluating the Safety of LLM Agents	not yet
7	Minimum Data Rate Maximization for Uplink Pinching-Antenna Systems	not yet
7	Large Language Model Enhanced Recommender Systems: A Survey	not yet
7	SafeAgentBench: A Benchmark for Safe Task Planning of Embodied LLM Agents	not yet
7	Attentive Eraser: Unleashing Diffusion Model's Object Removal Potential via Self-Attention Redirection Guidance	not yet
7	C3oT: Generating Shorter Chain-of-Thought without Compromising Effectiveness	not yet
7	Reinforcement Learning Enhanced LLMs: A Survey	not yet
7	SCBench: A KV Cache-Centric Analysis of Long-Context Methods	not yet
7	SPT: Sequence Prompt Transformer for Interactive Image Segmentation	not yet
7	Simple Guidance Mechanisms for Discrete Diffusion Models	not yet
7	A Survey on Uncertainty Quantification of Large Language Models: Taxonomy, Open Research Challenges, and Future Directions	not yet
7	APOLLO: SGD-like Memory, AdamW-level Performance	not yet
7	EXAONE 3.5: Series of Large Language Models for Real-world Use Cases
7	NaVILA: Legged Robot Vision-Language-Action Model for Navigation	not yet
7	Advanced Risk Prediction and Stability Assessment of Banks Using Time Series Transformer Models	not yet
7	Navigation World Models	not yet
7	ChatTS: Aligning Time Series with LLMs via Synthetic Data for Enhanced Understanding and Reasoning	not yet
7	Enhancing Recommendation Systems with GNNs and Addressing Over-Smoothing	not yet
7	Prithvi-EO-2.0: A Versatile Multi-Temporal Foundation Model for Earth Observation Applications	not yet
7	HUGSIM: A Real-Time, Photo-Realistic and Closed-Loop Simulator for Autonomous Driving	not yet
7	Are We There Yet? Revealing the Risks of Utilizing Large Language Models in Scholarly Peer Review	not yet
7	FullStack Bench: Evaluating LLMs as Full Stack Coders	not yet
7	Task Singular Vectors: Reducing Task Interference in Model Merging	not yet
6	VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation	not yet
6	GME: Improving Universal Multimodal Retrieval by Multimodal LLMs	not yet
6	Universal Machine Learning Interatomic Potentials are Ready for Phonons	not yet
6	Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning	not yet
6	Multi-LLM Text Summarization	not yet
6	AutoTrust: Benchmarking Trustworthiness in Large Vision Language Models for Autonomous Driving	not yet
6	MMLU-CF: A Contamination-free Multi-task Language Understanding Benchmark	not yet
6	How to Synthesize Text Data without Model Collapse?	not yet
6	Numerical Pruning for Efficient Autoregressive Models	not yet
6	Wonderland: Navigating 3D Scenes from a Single Image	not yet
6	ExecRepoBench: Multi-level Executable Code Completion Evaluation	not yet
6	A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges	not yet
6	SPaR: Self-Play with Tree-Search Refinement to Improve Instruction-Following in Large Language Models	not yet
6	ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data	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/