arXiv||1 min read
RepProbe: Can Video Language Models Count Repeated Actions? A Diagnostic Benchmark
Focuses on RepProbe: Can Video Language Models Count Repeated Actions? A Diagnostic Benchmark.
Topic archive
Video AI news
Video generation, editing, and video model research. This page collects the latest briefings that match the topic so readers can follow one area without scanning the full feed.
Indexed briefings
285
Latest source-linked updates, ordered newest first.
Latest
Recent briefings
arXiv||1 min read
OmniCompass: A Holistic Benchmark for Omni-Modal Video Grounding and Understanding
Focuses on OmniCompass: A Holistic Benchmark for Omni-Modal Video Grounding and Understanding.
OpenAI||1 min read
Higgsfield takes AI video from 1 minute to over 10
Higgsfield brings creators longer videos with GPT-6 Astra, precise visuals with GPT-Image-2.5, and a path to voice filmmaking with GPT-Live.
arXiv||1 min read
GAD: Geometry Attention Distillation for Consistent Video Generation
Focuses on GAD: Geometry Attention Distillation for Consistent Video Generation.
arXiv||1 min read
HorizonNav: Geometry-Guided Video Diffusion for Anticipatory 3D Robot Navigation
Focuses on HorizonNav: Geometry-Guided Video Diffusion for Anticipatory 3D Robot Navigation.
arXiv||1 min read
SimVTA: Simulation-Grounded Video-Trajectory Alignment for Driving World Action Models
Focuses on SimVTA: Simulation-Grounded Video-Trajectory Alignment for Driving World Action Models.
arXiv||1 min read
READ: Reading the Selective Scan for Faithful Video Attribution
Focuses on READ: Reading the Selective Scan for Faithful Video Attribution.
arXiv||1 min read
Neurons++: A Unified Visual-Stream Framework for Image and Video Reconstruction from fMRI with Neural-to-Visual Interpretability
Focuses on Neurons++: A Unified Visual-Stream Framework for Image and Video Reconstruction from fMRI with Neural-to-Visual Interpretability.
arXiv||1 min read
What 30,000 Hours of Ego-centric Video Does Not Teach
Focuses on What 30,000 Hours of Ego-centric Video Does Not Teach.
arXiv||1 min read
WorldGuide: Goal-Directed Video World Model for Procedural Task Execution
Focuses on WorldGuide: Goal-Directed Video World Model for Procedural Task Execution.
arXiv||1 min read
Hybrid Cinematography: Previsualizing and Managing Hallucination Risk in Generative Video Reshooting
Focuses on Hybrid Cinematography: Previsualizing and Managing Hallucination Risk in Generative Video Reshooting.
arXiv||1 min read
LEGO: A Lifting-Free Approach for Exocentric-to-Egocentric Video Generation
Focuses on LEGO: A Lifting-Free Approach for Exocentric-to-Egocentric Video Generation.
arXiv||1 min read
OneSearch-VL: Unified Multimodal Deep Research Agent for Image and Video
Focuses on OneSearch-VL: Unified Multimodal Deep Research Agent for Image and Video.
arXiv||1 min read
GRACE: Generation-aware latent compression for efficient video generation
Focuses on GRACE: Generation-aware latent compression for efficient video generation.
arXiv||1 min read
Video-Conditioned Generative Joint 2D-3D Hand Motion Recovery
Focuses on Video-Conditioned Generative Joint 2D-3D Hand Motion Recovery.
arXiv||1 min read
WorldAlign: Decoupled 4D Reward for World-Consistent Video Generation
Focuses on WorldAlign: Decoupled 4D Reward for World-Consistent Video Generation.
arXiv||1 min read
MORCA: Offline-to-Online Reinforcement Learning for Adaptive Cache Reuse in Video Diffusion Acceleration
Focuses on MORCA: Offline-to-Online Reinforcement Learning for Adaptive Cache Reuse in Video Diffusion Acceleration.
arXiv||1 min read
SGF+: Decoupling Gradient Flows for Autoregressive Video Generation
Focuses on SGF+: Decoupling Gradient Flows for Autoregressive Video Generation.
arXiv||1 min read
GRACE: Generation-aware latent compression for efficient video generation
Focuses on GRACE: Generation-aware latent compression for efficient video generation.
arXiv||1 min read
Video-Conditioned Generative Joint 2D-3D Hand Motion Recovery
Focuses on Video-Conditioned Generative Joint 2D-3D Hand Motion Recovery.
arXiv||1 min read
MORCA: Offline-to-Online Reinforcement Learning for Adaptive Cache Reuse in Video Diffusion Acceleration
Focuses on MORCA: Offline-to-Online Reinforcement Learning for Adaptive Cache Reuse in Video Diffusion Acceleration.
arXiv||1 min read
SGF+: Decoupling Gradient Flows for Autoregressive Video Generation
Focuses on SGF+: Decoupling Gradient Flows for Autoregressive Video Generation.
arXiv||1 min read
Real-Time Joint Audio-Video Generation by Parallel Adapter Composition
Focuses on Real-Time Joint Audio-Video Generation by Parallel Adapter Composition.
arXiv||1 min read
Video Prediction Policy 2: Predict Better, Act Better
Focuses on Video Prediction Policy 2: Predict Better, Act Better.
arXiv||1 min read
VideoEvolve: Co-Evolving Memory and Retrieval for Long Video Understanding
Focuses on VideoEvolve: Co-Evolving Memory and Retrieval for Long Video Understanding.
arXiv||1 min read
Beyond Anonymous Captions: Grounding Character Identity in Video Captioning and Question Answering
Focuses on Beyond Anonymous Captions: Grounding Character Identity in Video Captioning and Question Answering.
arXiv||1 min read
HeiCo-FOCUS: A Clinically Grounded Dataset for Long-Context Video Understanding
Focuses on HeiCo-FOCUS: A Clinically Grounded Dataset for Long-Context Video Understanding.
arXiv||1 min read
AdSpark: A Large-Scale Dataset and Benchmark for Product-Centric Advertisement Video Generation
Focuses on AdSpark: A Large-Scale Dataset and Benchmark for Product-Centric Advertisement Video Generation.
arXiv||1 min read
Video-to-Model: Automatic Modeling of Deformable Linear Objects
Focuses on Video-to-Model: Automatic Modeling of Deformable Linear Objects.
arXiv||1 min read
Beyond Masks and Trajectories: Flow-Guided Latent Action Injection for Stable Surgical Video Generation
Focuses on Beyond Masks and Trajectories: Flow-Guided Latent Action Injection for Stable Surgical Video Generation.
arXiv||1 min read
DynStream: Online Streaming 4D Gaussian Reconstruction of Dynamic Worlds from Unposed Video
Focuses on DynStream: Online Streaming 4D Gaussian Reconstruction of Dynamic Worlds from Unposed Video.
arXiv||1 min read
YUBI-STAG: Contact and Semantic-Rich Alignment for VLAs via Automated Video-Language Grounding
Focuses on YUBI-STAG: Contact and Semantic-Rich Alignment for VLAs via Automated Video-Language Grounding.
arXiv||1 min read
RLHND: Video Foundation Models as Physically Grounded Hand Trackers for Robot Learning
Focuses on RLHND: Video Foundation Models as Physically Grounded Hand Trackers for Robot Learning.
arXiv||1 min read
RobotAPO: Adversarial Physics Preference Optimization for Robotic Manipulation Video Generation
Focuses on RobotAPO: Adversarial Physics Preference Optimization for Robotic Manipulation Video Generation.
arXiv||1 min read
VIS-Ground: Video Interactive Storytelling with Contextual Grounding
Focuses on VIS-Ground: Video Interactive Storytelling with Contextual Grounding.
arXiv||1 min read
RoboRender: Robot-Oriented Video Generation for Visual Sim-to-Real Transfer
Focuses on RoboRender: Robot-Oriented Video Generation for Visual Sim-to-Real Transfer.