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Unzip

By Skyler @ LimitLess AITechnologyTech News
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Unzip episodes

  • AVControl: Efficient Framework for Training Audio-Visual Controls
    ## Episode Summary
    In this episode, we cover:
    - **AVControl: Efficient Framework for Training Audio-Visual Controls** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.24793)
    - **PMT: Plain Mask Transformer for Image and Video Segmentation with Frozen Vision Encoders** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.25398)
    - **IQuest-Coder-V1 Technical Report** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.16733)
    - **WAFT-Stereo: Warping-Alone Field Transforms for Stereo Matching** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.24836)
    - **Nudging Hidden States: Training-Free Model Steering for Chain-of-Thought Reasoning in Large Audio-Language Models** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.14636)
    ---
    *Sponsored by LimitLess AI*
    0 min
  • Reaching Beyond the Mode: RL for Distributional Reasoning in Language Models
    ## Episode Summary
    In this episode, we cover:
    - **Reaching Beyond the Mode: RL for Distributional Reasoning in Language Models** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.24844)
    - **Calibri: Enhancing Diffusion Transformers via Parameter-Efficient Calibration** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.24800)
    - **Can MLLMs Read Students' Minds? Unpacking Multimodal Error Analysis in Handwritten Math** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.24961)
    - **SlotVTG: Object-Centric Adapter for Generalizable Video Temporal Grounding** (arXiv)
    - [Read more](http://arxiv.org/abs/2603.25733v1)
    - **MemMA: Coordinating the Memory Cycle through Multi-Agent Reasoning and In-Situ Self-Evolution** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.18718)
    ---
    *Sponsored by LimitLess AI*
    0 min
  • EVA: Efficient Reinforcement Learning for End-to-End Video Agent
    ## Episode Summary
    In this episode, we cover:
    - **EVA: Efficient Reinforcement Learning for End-to-End Video Agent** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.22918)
    - **6Bit-Diffusion: Inference-Time Mixed-Precision Quantization for Video Diffusion Models** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.18742)
    - **PLDR-LLMs Reason At Self-Organized Criticality** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.23539)
    - **Why Does Self-Distillation (Sometimes) Degrade the Reasoning Capability of LLMs?** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.24472)
    - **StreamingClaw Technical Report** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.22120)
    ---
    *Sponsored by LimitLess AI*
    7 min
  • Abstraction as a Memory-Efficient Inductive Bias for Continual Learning
    ## Episode Summary
    In this episode, we cover:
    - **Abstraction as a Memory-Efficient Inductive Bias for Continual Learning** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.17198)
    - **AgentRVOS: Reasoning over Object Tracks for Zero-Shot Referring Video Object Segmentation** (arXiv)
    - [Read more](http://arxiv.org/abs/2603.23489v1)
    - **UniFunc3D: Unified Active Spatial-Temporal Grounding for 3D Functionality Segmentation** (arXiv)
    - [Read more](http://arxiv.org/abs/2603.23478v1)
    - **ReqFusion: A Multi-Provider Framework for Automated PEGS Analysis Across Software Domains** (arXiv)
    - [Read more](http://arxiv.org/abs/2603.23482v1)
    - **CanViT: Toward Active-Vision Foundation Models** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.22570)
    ---
    *Sponsored by LimitLess AI*
    0 min
  • Repurposing Geometric Foundation Models for Multi-view Diffusion
    ## Episode Summary
    In this episode, we cover:
    - **Repurposing Geometric Foundation Models for Multi-view Diffusion** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.22275)
    - **BubbleRAG: Evidence-Driven Retrieval-Augmented Generation for Black-Box Knowledge Graphs** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.20309)
    - **FluidWorld: Reaction-Diffusion Dynamics as a Predictive Substrate for World Models** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.21315)
    - **SEM: Sparse Embedding Modulation for Post-Hoc Debiasing of Vision-Language Models** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.19028)
    - **VideoDetective: Clue Hunting via both Extrinsic Query and Intrinsic Relevance for Long Video Understanding** (arXiv)
    - [Read more](http://arxiv.org/abs/2603.22285v1)
    ---
    *Sponsored by LimitLess AI*
    9 min
  • Measuring Faithfulness Depends on How You Measure: Classifier Sensitivity in LLM Chain-of-Thought Evaluation
    ## Episode Summary
    In this episode, we cover:
    - **Measuring Faithfulness Depends on How You Measure: Classifier Sensitivity in LLM Chain-of-Thought Evaluation** (arXiv)
    - [Read more](http://arxiv.org/abs/2603.20172v1)
    - **Reasoning as Compression: Unifying Budget Forcing via the Conditional Information Bottleneck** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.08462)
    - **Breaking the Capability Ceiling of LLM Post-Training by Reintroducing Markov States** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.19987)
    - **CoVR-R:Reason-Aware Composed Video Retrieval** (arXiv)
    - [Read more](http://arxiv.org/abs/2603.20190v1)
    - **CurveStream: Boosting Streaming Video Understanding in MLLMs via Curvature-Aware Hierarchical Visual Memory Management** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.19571)
    ---
    *Sponsored by LimitLess AI*
    0 min
  • Mending the Holes: Mitigating Reward Hacking in Reinforcement Learning for Multilingual Translation
    ## Episode Summary
    In this episode, we cover:
    - **Mending the Holes: Mitigating Reward Hacking in Reinforcement Learning for Multilingual Translation** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.13045)
    - **NavTrust: Benchmarking Trustworthiness for Embodied Navigation** (arXiv)
    - [Read more](http://arxiv.org/abs/2603.19229v1)
    - **MOSS-TTS Technical Report** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.18090)
    - **SimulU: Training-free Policy for Long-form Simultaneous Speech-to-Speech Translation** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.16924)
    - **ReactMotion: Generating Reactive Listener Motions from Speaker Utterance** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.15083)
    ---
    *Sponsored by LimitLess AI*
    0 min
  • Cubic Discrete Diffusion: Discrete Visual Generation on High-Dimensional Representation Tokens
    ## Episode Summary
    In this episode, we cover:
    - **Cubic Discrete Diffusion: Discrete Visual Generation on High-Dimensional Representation Tokens** (arXiv)
    - [Read more](http://arxiv.org/abs/2603.19232v1)
    - **Generation Models Know Space: Unleashing Implicit 3D Priors for Scene Understanding** (arXiv)
    - [Read more](http://arxiv.org/abs/2603.19235v1)
    - **DreamPartGen: Semantically Grounded Part-Level 3D Generation via Collaborative Latent Denoising** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.19216)
    - **Nemotron-Cascade 2: Post-Training LLMs with Cascade RL and Multi-Domain On-Policy Distillation** (arXiv)
    - [Read more](http://arxiv.org/abs/2603.19220v1)
    - **FinTradeBench: A Financial Reasoning Benchmark for LLMs** (arXiv)
    - [Read more](http://arxiv.org/abs/2603.19225v1)
    ---
    *Sponsored by LimitLess AI*
    8 min
  • Cognitive Mismatch in Multimodal Large Language Models for Discrete Symbol Understanding
    ## Episode Summary
    In this episode, we cover:
    - **Cognitive Mismatch in Multimodal Large Language Models for Discrete Symbol Understanding** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.18472)
    - **PARSA-Bench: A Comprehensive Persian Audio-Language Model Benchmark** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.14456)
    - **Tinted Frames: Question Framing Blinds Vision-Language Models** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.19203)
    - **What Really Controls Temporal Reasoning in Large Language Models: Tokenisation or Representation of Time?** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.19017)
    - **AndroTMem: From Interaction Trajectories to Anchored Memory in Long-Horizon GUI Agents** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.18429)
    ---
    *Sponsored by LimitLess AI*
    0 min
  • GMT: Goal-Conditioned Multimodal Transformer for 6-DOF Object Trajectory Synthesis in 3D Scenes
    ## Episode Summary
    In this episode, we cover:
    - **GMT: Goal-Conditioned Multimodal Transformer for 6-DOF Object Trajectory Synthesis in 3D Scenes** (arXiv)
    - [Read more](http://arxiv.org/abs/2603.17993v1)
    - **BenchPreS: A Benchmark for Context-Aware Personalized Preference Selectivity of Persistent-Memory LLMs** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.16557)
    - **Fanar-Sadiq: A Multi-Agent Architecture for Grounded Islamic QA** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.08501)
    - **FINER: MLLMs Hallucinate under Fine-grained Negative Queries** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.17662)
    - **Temporal Gains, Spatial Costs: Revisiting Video Fine-Tuning in Multimodal Large Language Models** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.17541)
    ---
    *Sponsored by LimitLess AI*
    0 min

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