
Daily Paper Cast
We update every weekday to discuss highest-voted papers from Huggingface Daily Paper (https://huggingface.co/papers). Both the podcast scripts and audio are generated by AI. Feedback and suggestions are welcome! Email us: dailypapercast.ai@gmail.com Creator: Jingwen Liang, 3D ML, https://www.linkedin.com/in/jingwen-liang/ Gengyu Wang, LLM ML, http://wanggengyu.com Listen on: Spotify: https://open.spotify.com/show/21nrhmdaA8qoBiH8q03NXL Apple Podcast: https://podcasts.apple.com/us/podcast/daily-paper-cast/id1777620236 Cover Image by Kawen Kuang https://kawen.art
Episodes
E2058
VideoChat3: Fully Open Video MLLM for Efficient and Generalist Video Understanding
19 minutes ago
24m
E2057
SEED: Self-Evolving On-Policy Distillation for Agentic Reinforcement Learning
29 minutes ago
19m
E2056
LongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget
37 minutes ago
19m
E2055
SearchOS-V1: Towards Robust Open-Domain Information-Seeking Agent Collaboration
about 1 hour ago
15m
E2054
BadWAM: When World-Action Models Dream Right but Act Wrong
about 1 hour ago
21m
E2053
KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation
about 1 hour ago
22m
E2052
MultiRef-Compass: Towards Comprehensive Evaluation of Multi-Reference-to-Audio-Video Generation
about 1 hour ago
20m
E2051
Concurrent Image Understanding and Generation: Self-Correcting Coupled Markov Jump Processes
about 1 hour ago
21m
E2050
From Pixels to States: Rethinking Interactive World Models as Game Engines
about 1 hour ago
17m
E2049
UniVR: Thinking in Visual Space for Unified Visual Reasoning
about 2 hours ago
18m
E2048
Harness Handbook: Making Evolving Agent Harnesses Readable,Navigable, and Editable
Jul. 17
19m
E2047
Boogu-Image-0.1: Boosting Open-Source Unified Multimodal Understanding and Generation
Jul. 17
19m
E2046
Ring-Zero: Scaling Zero RL to a Trillion Parameters for Emergent Reasoning
Jul. 17
20m
E2045
KnowAct-GUIClaw: Know Deeply, Act Perfectly, Personal GUI Assistant with Self-Evolving Memory and Skill
Jul. 17
22m
E2044
OvisOCR2 Technical Report
Jul. 17
20m
E2043
PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails
Jul. 17
19m
E2042
MetaView: Monocular Novel View Synthesis with Scale-Aware Implicit Geometry Priors
Jul. 17
18m
E2041
GigaWorld-Policy-0.5: A Faster and Stronger WAM Empowered by AutoResearch
Jul. 17
21m
E2040
SynthDocBench: Controlled Benchmark for Long-Context Visual Document Understanding
Jul. 16
20m
E2039
Read It Back: Pretrained MLLMs Are Zero-Shot Reward Models for Text-to-Image Generation
Jul. 16
19m
E2038
Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation
Jul. 16
19m
E2037
Blind-Spots-Bench: Evaluating Blind Spots in Multimodal Models
Jul. 16
19m
E2036
Weak-to-Strong Generalization via Direct On-Policy Distillation
Jul. 15
19m
E2035
ABot-AgentOS: A General Robotic Agent OS with Lifelong Multi-modal Memory
Jul. 15
22m
E2034
4D Human-Scene Reconstruction from Low-Overlap Captures
Jul. 15
19m
E2033
LightMem-Ego: Your AI Memory for Everyday Life
Jul. 15
18m
E2032
Long-Horizon-Terminal-Bench: Testing the Limits of Agents on Long-Horizon Terminal Tasks with Dense Reward-Based Grading
Jul. 14
20m
E2031
Scalable Visual Pretraining for Language Intelligence
Jul. 14
18m
E2030
Video Generation Models are General-Purpose Vision Learners
Jul. 14
20m
E2029
Vidu S1: A Real-Time Interactive Video Generation Model
Jul. 11
22m
E2028
Why Can't I Open My Drawer? Mitigating Object-Driven Shortcuts in Zero-Shot Compositional Action Recognition
Jul. 11
24m
E2027
UniClawBench: A Universal Benchmark for Proactive Agents on Real-World Tasks
Jul. 11
26m
E2026
Ideas Have Genomes: Benchmarking Scientific Lineage Reasoning and Lineage-Grounded Idea Generation
Jul. 11
25m
E2025
Accurate, Interdisciplinary and Transparent Structure-property Understanding with Deep Native Structural Reasoning
Jul. 10
26m
E2024
Dual Latent Memory in Vision-Language-Action Models for Robotic Manipulation
Jul. 10
25m
E2023
Scaling Mixture-of-Experts Video Pretraining for Embodied Intelligence
Jul. 10
21m
E2022
Infinite Worlds with Versatile Interactions
Jul. 10
19m
E2021
RynnWorld-4D: 4D Embodied World Models for Robotic Manipulation
Jul. 9
25m
E2020
RynnWorld-Teleop: An Action-Conditioned World Model for Digital Teleoperation
Jul. 9
21m
E2019
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling
Jul. 9
20m
E2018
Vision as Unified Multimodal Generation
Jul. 9
26m
E2017
Gemma 4 Technical Report
Jul. 9
23m
E2016
OmniOpt: Taxonomy, Geometry, and Benchmarking of Modern Optimizers
Jul. 8
20m
E2015
UI-MOPD: Multi-Platform On-Policy Distillation for Continual GUI Agent Learning
Jul. 8
21m
E2014
ResearchStudio-Reel: Automate the Last Mile of Research from Paper to Poster, Video, and Blog
Jul. 8
23m
E2013
PixWorld: Unifying 3D Scene Generation and Reconstruction in Pixel Space
Jul. 8
23m
E2012
ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes
Jul. 8
27m
E2011
MANCE: Manifold Aware Concept Erasure
Jul. 8
22m
E2010
GigaWorld-1: A Roadmap to Build World Models for Robot Policy Evaluation
Jul. 8
25m
E2009
Wan-Streamer v0.2: Higher Resolution, Same Latency
Jul. 8
21m
E2008
EVA-Client: A Unified Data Collection, Inference, and Deployment Framework for Embodied Policies on Real Robots
Jul. 8
22m
E2007
The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning
Jul. 7
21m
E2006
Embodied.cpp: A Portable Inference Runtime of Embodied AI Models on Heterogeneous Robots
Jul. 7
22m
E2005
OrbitQuant: Data-Agnostic Quantization for Image and Video Diffusion Transformers
Jul. 7
23m
E2004
VLA-Corrector: Lightweight Detect-and-Correct Inference for Adaptive Action Horizon
Jul. 7
20m
E2003
DataComp-VLM: Improved Open Datasets for Vision-Language Models
Jul. 7
22m
E2002
Program-as-Weights: A Programming Paradigm for Fuzzy Functions
Jul. 4
24m
E2001
AgenticSTS: A Bounded-Memory Testbed for Long-Horizon LLM Agents
Jul. 4
23m
E2000
EvoPolicyGym: Evaluating Autonomous Policy Evolution in Interactive Environments
Jul. 4
23m
E1999
Morphing into Hybrid Attention Models
Jul. 4
24m
E1998
AgenticDataBench: A Comprehensive Benchmark for Data Agents
Jul. 4
21m
E1997
Multi-Resolution Flow Matching: Training-Free Diffusion Acceleration via Staged Sampling
Jul. 4
22m
E1996
PerceptionRubrics: Calibrating Multimodal Evaluation to Human Perception
Jul. 3
21m
E1995
Orca: The World is in Your Mind
Jul. 2
24m
E1994
Dockerless: Environment-Free Program Verifier for Coding Agents
Jul. 2
24m
E1993
DOPD: Dual On-policy Distillation
Jul. 2
25m
E1992
Does VLA Even Know the Basics? Measuring Commonsense and World Knowledge Retention in Vision-Language-Action Models
Jul. 2
21m
E1991
Scenes as Objects, Not Primitives: Instance-Structured 3D Tokenization from Unposed Views
Jul. 2
23m
E1990
GEAR: Guided End-to-End AutoRegression for Image Synthesis
Jul. 2
26m
E1989
Multi-Block Diffusion Language Models
Jul. 2
23m
E1988
Agentic Abstention: Do Agents Know When to Stop Instead of Act?
Jul. 1
24m
E1987
LiveEdit: Towards Real-Time Diffusion-Based Streaming Video Editing
Jul. 1
23m
E1986
Scaling the Horizon, Not the Parameters: Reaching Trillion-Parameter Performance with a 35B Agent
Jul. 1
26m
E1985
TUA-Bench: A Benchmark for General-Purpose Terminal-Use Agents
Jul. 1
22m
E1984
Beyond IID: How General Are Tabular Foundation Models, Really?
Jul. 1
22m
E1983
Trimming the Long-Tail of Visual World Modeling Evaluation
Jul. 1
25m
E1982
AsyncOPD: How Stale Can On-Policy Distillation Be?
Jul. 1
22m
E1981
Video-MME-Logical: A Controlled Diagnostic Benchmark for Video Temporal-Logical Reasoning
Jul. 1
20m
E1980
Bridging VideoQA and Video-Guided Agentic Tasks via Generalized Keyframe Extraction
Jul. 1
22m
E1979
PhysisForcing: Physics Reinforced World Simulator for Robotic Manipulation
Jun. 30
21m
E1978
Translation as a Bridging Action: Transferring Manipulation Skills from Humans to Robots
Jun. 30
23m
E1977
Qwen-Image-2.0-RL Technical Report
Jun. 30
27m
E1976
DanceOPD: On-Policy Generative Field Distillation
Jun. 28
25m
E1975
In-Context World Modeling for Robotic Control
Jun. 28
23m
E1974
Qwen-Image-Agent: Bridging the Context Gap in Real-World Image Generation
Jun. 28
21m
E1973
OPID: On-Policy Skill Distillation for Agentic Reinforcement Learning
Jun. 28
23m
E1972
The Verification Horizon: No Silver Bullet for Coding Agent Rewards
Jun. 28
22m
E1971
ViQ: Text-Aligned Visual Quantized Representations at Any Resolution
Jun. 28
25m
E1970
JetSpec: Breaking the Scaling Ceiling of Speculative Decoding with Parallel Tree Drafting
Jun. 28
20m
E1969
GUI vs. CLI: Execution Bottlenecks in Screen-Only and Skill-Mediated Computer-Use Agents
Jun. 28
23m
E1968
Fast LeWorldModel
Jun. 28
24m
E1967
EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments
Jun. 13
24m
E1966
MiniMax Sparse Attention
Jun. 13
26m
E1965
SpatialClaw: Rethinking Action Interface for Agentic Spatial Reasoning
Jun. 13
22m
E1964
InterleaveThinker: Reinforcing Agentic Interleaved Generation
Jun. 13
21m
E1963
FORT-Searcher: Synthesizing Shortcut-Resistant Search Tasks for Training Deep Search Agents
Jun. 13
23m
E1962
Robust-U1: Can MLLMs Self-Recover Corrupted Visual Content for Robust Understanding?
Jun. 13
20m
E1961
MaxProof: Scaling Mathematical Proof with Generative-Verifier RL and Population-Level Test-Time Scaling
Jun. 13
23m
E1960
WeaveBench: A Long-Horizon, Real-World Benchmark for Computer-Use Agents with Hybrid Interfaces
Jun. 13
20m
E1959
LabVLA: Grounding Vision-Language-Action Models in Scientific Laboratories
Jun. 13
23m