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Hugging FaceArchive · weekly

HF Daily Papers: week 44, 2026

During week 44 of 2026 (Oct 26 – Nov 1), 200 different entries appeared on HF Daily Papers across 7 days of checks (84 checks in total). “A-RSI: Adaptive Task Refresh for Zero-Data Multimodal…” ranked highest overall: on the list on 3 of 7 days, best #2, average #2.6. 0 entries stayed on the list every day. 10 of the top 10 were not in the previous week's top 10. 167 entries made their first appearance, led by “A-RSI: Adaptive Task Refresh for Zero-Data Multimodal…”.

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Also on the list this week (150)

Online Dense Reinforcement Learning with Planning-Grounding Agent… · Omni-InteractScope: Benchmarking Proactive and Agentic Interaction… · RynnWorld-Latent: A Cross-Embodiment World Model Conditioned on… · Beyond the Estimate: Wiener-Informed Decoding for Easier Training of… · The Lexical Imprint of Pre-training Data · UserArena: Benchmarking Interactive User Simulation for Long-Horizon… · Reading, Writing, Sharing, and Interacting with the World through… · StreamVibe: Proactive Video Agents for Evolving User Intent · Different Tasks, Different Timesteps: Temporal Task-Aware… · TAO: Tool-Aware Joint Scheduling for LLM-Based Agentic Serving · DynaFlow: Learning Free-Form Multi-Agent Orchestration · RSIHub: A Composable Framework for Agent-Evolution Methods · EvalResearchBench: Can AI Agents Build Their Own Feedback for… · Trajectory2Gym: Decision-Grounded Compositional Interaction… · HiSTEVE 1.0: Harnessing Human-Interface VLA Agents for Open-World… · Agent Mosaic: Recognizing Confidentiality Leaks in Agentic LLM Systems · Rollback: Experience Backtracking in World Models for Policy… · Spatial Audio Generation and Editing with Executable Plans and… · Eat Your Precision: Precision Objective Mitigates Reward Hacking in… · RynnUnify: Towards Unified Embodied Brain · LociArt: A Unified Paradigm for Free-Style Local Video Stylization · InteractiveWorld: A Verifiable Human-Centric Environment for… · Work Agents: Systems, Capabilities, and Optimization · Omni-Woodpecker: Hallucination Correction via Evidence-Prior… · What Effort Level Should I Choose? On the Economics of Reasoning… · Δτ-Bench: Pushing Agents Toward a Moving Capability · On the SPOT: Enhancing Speculative Decoding for Diffusion Language… · RSI Arena: Towards Recursive Self-Improvement with Human Feedback · Qwen-Image-PE: Learning Visual Design for Text-to-Image Prompt… · Your Policy Is Secretly a Harness: The Decision Geometry of Agent… · Dual Exam: Controlled Evaluation of Multimodal Agents and World Models · Trustworthy Recursive Self-Improvement in the Era of Large Models:… · FilmFlow: Agentic System for 3D Virtual Film Cinematography · Every Weight Is a Path of Shared Discrete Decisions · IQuest-Q1: Advancing Foundation Capabilities for Agentic CLI Systems · Trial by Trace: Benchmarking AI Agent Harnesses for Reliability and… · TenetBench: A Clause-Anchored Russian Corpus for Evaluating Language… · LongZero: Enhancing Long-Context Reasoning in LLMs from Zero Data · Training Foundation Models with a Single Algorithm · WorldCast: World-Consistent Character Video Generation with… · WeVisOne-VL: Unified Visual Perception from Objects to Pixels · Continual Learning Exam: Benchmarking Long-Horizon RSI and… · HiP3R: Hierarchical Pose Graphs for Long-Horizon 3D Reconstruction · World-in-Context: Interactive Video World Modeling with In-Context… · S3AC: Stabilized, Selective, and Scalable Actor-Critic for LLM… · DTCA: Denoising Token Credit Assignment for Reinforcement Learning… · AV-FABLE: Audio-Visual Manipulation Forensics in Long-Form Videos · Principia: Test-Time Hypotheses to Principle Construction for… · Representation Redistribution in Sparse Autoencoders · Diffusion Language Models Change Speed Across Tasks and Languages · What Generation Knows: Unlocking Fine-Grained Understanding in… · ProAS: A Progress-Aware Advantage Shaping Framework for Multi-Turn… · The LLM-Attacker: A Unified Red-Team Framework for Privacy… · Benchmarking Obstacle-Conditioned Safety in Household Robot Navigation · Cross-modal Steering Vectors Exist Across Both Image and Text… · Evaluating DeepSeek V4.1 Flash-1017 for loss of control and harmful… · Evolving to Match Capabilities: Improving Harness Self-Evolution via… · Build, Don't Play: Self-Improving LLM Research Agents Develop a… · DiscoDemo: Discovering Efficient and Diverse Robot Demonstrations… · On-Policy Self-Training: Data-Free Self-Improvement in Large… · RynnVLA-Latent: Scaling Robotic Manipulation Foundation Models with… · RIDAR: Safeguarding Research Integrity in Autonomous Research Agents… · BrickWright: Agentic Creation of Physically Feasible Brick Builds · miniTE: Diagnosing and Bridging the Execution Gap in Native NVFP4… · Rethinking Video Storage for AI Training: Breaking Cross-Frame… · Function-Space Temporal Self-Distillation for Policy Optimization · RTAformer: Relation-Transition-Aware Transformer for Video Scene… · EmbodiedLab: Benchmarking Embodied Agents That Act to Know · Extreme Compression of Per-Layer Embeddings via Cross-Layer Latent… · DirCast: Live Esports Directing and Commentary with a Single… · DraMaze: A Multi-Agent Pipeline with Future-Aware Memory for Diverse… · ParetoRSI-Gym: Can AI Agents Improve Language Models Across Multiple… · How Far Can Coding Agents Go in Visual Generation? · Kolab: Benchmarking Human-Agent Collaboration in Long-Horizon… · RLSplat: Resource-Linear Budget Control for Feed-forward 3D Gaussian… · ReGE: Stronger Agents through Experience Synthesis · Timestral · HyperDrone: Simulation-to-Reality Transfer at Millions of Frames per… · IF-MAP: Influence-Function-Inspired Agent Prioritization in… · Building Auditable AI Text Detectors with Sparse Autoencoders · FLOMSS: Generative Music Source Separation by Flow Matching · PaperFormalizer: Author-in-the-Loop Autoformalization of Research… · TARSphere: A Robot-Oriented Full-Stack Framework for Long-Horizon… · MMVistaReason: Toward Open-Data and Post-Training Recipes for… · More Memory, Better Videos? A Controlled Study of Visual Memory in… · Bridging Exploration and Persona: Information-Directed Dueling for… · Editing Images into Reusable Layers via Compositional Edit-Prior… · Novel or Not? PatEx-Gym: Agentic Prior-Art Search for Novelty… · iPrefBench: A User-Centric Benchmark for Personalized Mobile Use… · Toward Recursive Self-Improvement in Physical AI · CRM-Agent-Bench: Benchmarking Tool-Using Agents in Stateful… · DuoLM: Fast and Effective Personalized Recommendation with Language… · AgentProofBench: Benchmarking Reusable Verifiers for Web Agents · MultiAgent-OPD: End-to-End Training of Hierarchical Multi-Agent… · Self-Distilling Future Video Representations for World Action Models · What Makes a Good Unmasking Policy? A Controlled Study of Learned… · RouteWeaver: Weaving Mode Selection and Execution into Unified LLM… · CausalAlign: Causal Alignment of Video Generation Models for… · How Much Does the Hint Matter? Scope Conditions for Hindsight… · Heartbeat Thinking: Speculative Reasoning and Tool Execution While… · Who Takes the Lead? Model Ability and Task-Conditioned Collaboration… · Speculative Diffusion is a Tale of Two Tradeoffs · Deep Fusion Memory: A Chunk-Level Parametric Memory for Large… · Thinking-in-Bets at Test Time Reduces Sycophantic Revisions in LLM… · Rethinking Verification in Agent Harnesses · AnyGameRenderer: Entity-Consistent Generative Rendering Across Games… · JockeyBench: Evaluating LLM Agents on Horse-Racing Decision-Making · Verus-Insight: Towards Explainable Artifact Detection in… · RoboJev: An Open Vision-Language Judge for Robot Success Detection · SearchHorizonBench: A Benchmark for Search Value in AI Agents · MambaAct: Efficient Mamba Action Experts for Flow-Matching… · MolLean: A Process-Verifiable Language for Chemical Reasoning · Cola2: Co-Adaptive Hierarchical Language Modeling with Continuous… · Deep Search in Real-World Web Environments · Easy-3Dfy: Object-Level Geometric Composition for Single-Image 3D… · Vision-Language-Action or World-Action? Just Action Models · RoboJudge: Multimodal Language Models as Judges for Embodied Video… · Rare, Relevant, and Still Wrong: How Memory Fails LLM Group Decisions · AgentVQA: A Unified Benchmark for Agentic Visual Understanding · F2G-Pose: Geometry-Aware Foundation Feature Lifting for Direct RGB-D… · Nested Sparsity for Scalable Pretraining and Continual Learning · Is Complex Agentic Memory Always Needed? Naive RAG Is Stronger Than… · Rethinking Sequence Compression with Test-time Regression · DialFork: Going Beyond Factuality to Evaluate Procedural… · OBB-PBD: Extending Parallel Box Decoding to Oriented Bounding Boxes… · Making MLLM Latents Matter: Factor-Aware Predictive Learning for… · Inherited, Not Invented: Tracing the Provenance of Wait in Reasoning… · Semantic Concept Steering Breaks the Explanation Drift Loop in… · Policy-Mask: Budget-Aware Adaptation of Diffusion Features to… · Intrinsic Goals for Autonomous Agents: Hierarchical Exploration… · SplatLab: Autonomous Scientific Discovery for 3DGS Research · Can LLMs Uncover Hidden Physical Laws through Free Exploration? · LaLa-World: Scaling Latent World Models with Natural Language Actions · Code2Video-Compass: A Comprehensive Benchmark for General-Purpose… · Meta Expert: Cross-Layer Expert Sharing for Storage- and… · Beyond Watching and Searching: Benchmarking Agents for… · Your LR Schedule May Not Be Principled: Effective Learning Rate… · DISC: Domain-Integrated Similarity Cost for Time-Series Dataset · TILDE: Teacher-in-the-Loop Distillation from Embodied Foundation… · Constrained Decoding: Harmful or Beneficial? Revisiting Its Impact… · KANLab: TensorFlow Playground for Kolmogorov-Arnold Networks · Mycelium: A Meta-Study of Hallucination Detection Across Provenance,… · Trust Mechanisms for Offline Generative AI at the Edge: A… · LLM2Cert: LLM Synthesis of Certificates with SMT/Lean Verification · Ψ-0.6: Adaptive Streams of Thought in a Unified Vision-Language… · MLE-World: Predicting Machine Learning Experiment Outcomes with a… · Joint or Per-Option? Compact Encoders for Closed-Set Decisions from… · Does LeWorldModel Preserve Local Action Geometry? · EnvLunch: The Environment as a Free Lunch for Learning to Interact · Learning and Reasoning with Geometry: How Generation Helps Spatial…

Ordered by Trendoday score: position on each day's list, weighted by how often it was there, summed over the period. Ranks are UTC days. All HF Daily Papers archives