Library

Vision language

34 published papers.

7:13

FLEX-WAM: Flexible Block-Causal World-Action Models for Long-Horizon Imagination and Planning

VLA models · deck
2610.05483
6:28

Long-WAM: Scaling the Context of World-Action Models

VLA models · deck
2610.10528
7:04

Agentic World Action Models

VLA models · deck
2610.30136
7:46

Impossible Videos

Video generation · deck
5:21

Training Strategies for Efficient Embodied Reasoning

VLA models · deck
5:33

LARA: Latent Action Representation Alignment for Vision-Language-Action Models

VLA models · deck
5:31

Prototype-Based Test-Time Adaptation of Vision-Language Models

Test-time scaling · deck
6:23

The Lie We Tell: Correcting the Euclidean Fallacy in Vision Language Action Policies via Score Matching on Tangent Space

VLA models · deck
6:44

UniPercept: Towards Unified Perceptual-Level Image Understanding across Aesthetics, Quality, Structure, and Texture

Multimodal LLMs · deck
7:12

What Does Vision Tool-Use Reinforcement Learning Really Learn? Disentangling Tool-Induced and Intrinsic Effects for Crop-and-Zoom

Multimodal LLMs · deck
6:23

When RAG Hurts: Diagnosing and Mitigating Attention Distraction in Retrieval-Augmented LVLMs

Multimodal LLMs · deck
6:25

SPARC: Separating Perception And Reasoning Circuits for Test-time Scaling of VLMs

Multimodal LLMs · deck
5:28

Active Exploring like a Pigeon: Reinforcing Spatial Reasoning via Agentic Vision-Language Models

Video understanding · deck
7:19

MoDA: Modulation Adapter for Fine-Grained Visual Understanding in Instructional MLLMs

Multimodal fusion · deck
7:09

VideoTrace-R1: Long Video-based Retrieval-Augmented Generation via Reinforcement Learning

Video understanding · deck
6:44

SciVideoBench: Benchmarking Scientific Video Reasoning in Large Multimodal Models

Video understanding · deck
7:16

Tabero: Learning Gentle Manipulation with Closed-Loop Force Feedback from Vision, Touch, and Language

Grasping · deck
6:18

Temporal Difference Calibration in Sequential Tasks: Application to Vision-Language-Action Models

VLA models · deck
6:36

Escaping the Diversity Trap in Robotic Manipulation via Anchor-Centric Adaptation

Learning from demonstration · deck
7:13

SurrogateSHAP: Training-Free Contributor Attribution for Text-to-Image (T2I) Models

Open-vocabulary perception · deck
5:29

Responsible Text-to-Image Diffusion: Interpretable and Linearly Controllable Semantics for Fair and Safe Generation

Open-vocabulary perception · deck
6:15

SpatialReward: Bridging the Perception Gap in Online RL for Image Editing via Explicit Spatial Reasoning

Segmentation · deck
7:34

DirectEdit: Step-Level Accurate Inversion for Flow-Based Image Editing

Open-vocabulary perception · deck
6:01

Concept-Guided Tokenization: Closing the Gap Between Reconstruction and Generation

Open-vocabulary perception · deck
8:16

CG-MLLM: Captioning and Generating 3D Content via Multi-modal Large Language Models

Neural rendering · deck
5:58

Let Language Constrain Geometry: Vision–Language Models as Semantic and Spatial Critics for 3D Generation

Neural rendering · deck
7:03

SpatioLM: Towards General Physical Spatial Intelligence in Vision-Language Models

VLA models · deck
5:55

O³Afford: One-Shot 3D Object-to-Object Affordance Grounding for Generalizable Robotic Manipulation

Open-vocabulary perception · deck
7:55

ScrewSplat: An End-to-End Method for Articulated Object Recognition

Gaussian splatting · deck
6:58

XR-1: Towards Versatile Vision-Language-Action Models via Learning Unified Vision-Motion Representations

Learning from demonstration · deck
6:43

Tackling View-Dependent Semantics in 3D Language Gaussian Splatting

Gaussian splatting · deck
5:06

RoboArena: Distributed Real-World Evaluation of Generalist Robot Policies

VLA models · deck
7:39

GraspVLA: a Grasping Foundation Model Pre-trained on Billion-scale Synthetic Action Data

Grasping · deck
5:20

π₀.₅: a Vision-Language-Action Model with Open-World Generalization

Mobile manipulation · deck

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