Daily Paper Cast
Technology

Daily Paper Cast

by Jingwen Liang, Gengyu Wang

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

126 episodes
EN language
All Episodes
1
MinerU-Diffusion: Rethinking Document OCR as Inverse Rendering via Diffusion Decoding
24:06 Mar 26, 2026
2
WildWorld: A Large-Scale Dataset for Dynamic World Modeling with Actions and Explicit State toward Generative ARPG
22:14 Mar 26, 2026
3
From Static Templates to Dynamic Runtime Graphs: A Survey of Workflow Optimization for LLM Agents
27:57 Mar 26, 2026
4
SpecEyes: Accelerating Agentic Multimodal LLMs via Speculative Perception and Planning
21:53 Mar 26, 2026
5
PEARL: Personalized Streaming Video Understanding Model
22:20 Mar 26, 2026
6
DA-Flow: Degradation-Aware Optical Flow Estimation with Diffusion Models
20:42 Mar 26, 2026
7
SIMART: Decomposing Monolithic Meshes into Sim-ready Articulated Assets via MLLM
23:43 Mar 26, 2026
8
UniGRPO: Unified Policy Optimization for Reasoning-Driven Visual Generation
20:15 Mar 26, 2026
9
RealMaster: Lifting Rendered Scenes into Photorealistic Video
22:32 Mar 26, 2026
10
Omni-WorldBench: Towards a Comprehensive Interaction-Centric Evaluation for World Models
23:04 Mar 25, 2026
11
Speed by Simplicity: A Single-Stream Architecture for Fast Audio-Video Generative Foundation Model
22:55 Mar 25, 2026
12
LongCat-Flash-Prover: Advancing Native Formal Reasoning via Agentic Tool-Integrated Reinforcement Learning
22:54 Mar 25, 2026
13
Look Where It Matters: High-Resolution Crops Retrieval for Efficient VLMs
26:12 Mar 25, 2026
14
OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis
24:15 Mar 25, 2026
15
VideoDetective: Clue Hunting via both Extrinsic Query and Intrinsic Relevance for Long Video Understanding
22:39 Mar 25, 2026
16
SpatialBoost: Enhancing Visual Representation through Language-Guided Reasoning
22:51 Mar 25, 2026
17
F4Splat: Feed-Forward Predictive Densification for Feed-Forward 3D Gaussian Splatting
22:49 Mar 25, 2026
18
mSFT: Addressing Dataset Mixtures Overfitting Heterogeneously in Multi-task SFT
24:27 Mar 25, 2026
19
HopChain: Multi-Hop Data Synthesis for Generalizable Vision-Language Reasoning
24:36 Mar 24, 2026
20
Astrolabe: Steering Forward-Process Reinforcement Learning for Distilled Autoregressive Video Models
24:19 Mar 24, 2026
21
TerraScope: Pixel-Grounded Visual Reasoning for Earth Observation
25:57 Mar 24, 2026
22
ProactiveBench: Benchmarking Proactiveness in Multimodal Large Language Models
20:44 Mar 24, 2026
23
FlowScene: Style-Consistent Indoor Scene Generation with Multimodal Graph Rectified Flow
26:02 Mar 24, 2026
24
The $\mathbf{Y}$-Combinator for LLMs: Solving Long-Context Rot with $λ$-Calculus
26:08 Mar 24, 2026
25
LumosX: Relate Any Identities with Their Attributes for Personalized Video Generation
22:17 Mar 24, 2026
26
Hyperagents
24:00 Mar 24, 2026
27
Generation Models Know Space: Unleashing Implicit 3D Priors for Scene Understanding
23:56 Mar 21, 2026
28
SAMA: Factorized Semantic Anchoring and Motion Alignment for Instruction-Guided Video Editing
27:08 Mar 21, 2026
29
FASTER: Rethinking Real-Time Flow VLAs
22:35 Mar 21, 2026
30
3DreamBooth: High-Fidelity 3D Subject-Driven Video Generation Model
21:19 Mar 21, 2026
31
Bridging Semantic and Kinematic Conditions with Diffusion-based Discrete Motion Tokenizer
23:48 Mar 21, 2026
32
MonoArt: Progressive Structural Reasoning for Monocular Articulated 3D Reconstruction
22:52 Mar 21, 2026
33
Nemotron-Cascade 2: Post-Training LLMs with Cascade RL and Multi-Domain On-Policy Distillation
22:57 Mar 21, 2026
34
Cubic Discrete Diffusion: Discrete Visual Generation on High-Dimensional Representation Tokens
21:58 Mar 21, 2026
35
LVOmniBench: Pioneering Long Audio-Video Understanding Evaluation for Omnimodal LLMs
21:40 Mar 21, 2026
36
Memento-Skills: Let Agents Design Agents
24:38 Mar 21, 2026
37
MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild
23:38 Mar 20, 2026
38
Video-CoE: Reinforcing Video Event Prediction via Chain of Events
23:32 Mar 20, 2026
39
MosaicMem: Hybrid Spatial Memory for Controllable Video World Models
23:18 Mar 20, 2026
40
Alignment Makes Language Models Normative, Not Descriptive
21:29 Mar 20, 2026
41
Complementary Reinforcement Learning
24:00 Mar 20, 2026
42
When AI Navigates the Fog of War
23:56 Mar 20, 2026
43
MiroThinker-1.7 & H1: Towards Heavy-Duty Research Agents via Verification
25:05 Mar 19, 2026
44
InCoder-32B: Code Foundation Model for Industrial Scenarios
23:16 Mar 19, 2026
45
Qianfan-OCR: A Unified End-to-End Model for Document Intelligence
21:30 Mar 19, 2026
46
Thinking in Uncertainty: Mitigating Hallucinations in MLRMs with Latent Entropy-Aware Decoding
20:17 Mar 19, 2026
47
Kinema4D: Kinematic 4D World Modeling for Spatiotemporal Embodied Simulation
23:18 Mar 19, 2026
48
Demystifing Video Reasoning
20:20 Mar 19, 2026
49
WorldCam: Interactive Autoregressive 3D Gaming Worlds with Camera Pose as a Unifying Geometric Representation
21:39 Mar 19, 2026
50
TRUST-SQL: Tool-Integrated Multi-Turn Reinforcement Learning for Text-to-SQL over Unknown Schemas
23:48 Mar 19, 2026
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