Ziqi Huang

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upvoted a paper 13 days ago

BabyVision: Visual Reasoning Beyond Language

Paper • 2601.06521 • Published 16 days ago • 190

upvoted a collection 14 days ago

BabyVision

Collection

State-of-the-art MLLMs achieve PhD-level language reasoning but struggle with visual tasks that 3-year-olds solve effortlessly. • 2 items • Updated 16 days ago • 4

upvoted 2 papers about 1 month ago

The Prism Hypothesis: Harmonizing Semantic and Pixel Representations via Unified Autoencoding

Paper • 2512.19693 • Published Dec 22, 2025 • 64

Exploring MLLM-Diffusion Information Transfer with MetaCanvas

Paper • 2512.11464 • Published Dec 12, 2025 • 13

upvoted 2 papers 2 months ago

PhysX-Anything: Simulation-Ready Physical 3D Assets from Single Image

Paper • 2511.13648 • Published Nov 17, 2025 • 53

Simulating the Visual World with Artificial Intelligence: A Roadmap

Paper • 2511.08585 • Published Nov 11, 2025 • 30

upvoted 3 papers 3 months ago

The Quest for Generalizable Motion Generation: Data, Model, and Evaluation

Paper • 2510.26794 • Published Oct 30, 2025 • 27

RealDPO: Real or Not Real, that is the Preference

Paper • 2510.14955 • Published Oct 16, 2025 • 6

Uni-MMMU: A Massive Multi-discipline Multimodal Unified Benchmark

Paper • 2510.13759 • Published Oct 15, 2025 • 11

upvoted 2 papers 4 months ago

VChain: Chain-of-Visual-Thought for Reasoning in Video Generation

Paper • 2510.05094 • Published Oct 6, 2025 • 38

Stencil: Subject-Driven Generation with Context Guidance

Paper • 2509.17120 • Published Sep 21, 2025 • 6

upvoted a paper 5 months ago

CineScale: Free Lunch in High-Resolution Cinematic Visual Generation

Paper • 2508.15774 • Published Aug 21, 2025 • 20

upvoted a paper 6 months ago

Cut2Next: Generating Next Shot via In-Context Tuning

Paper • 2508.08244 • Published Aug 11, 2025 • 13

upvoted 2 papers 7 months ago

ShotBench: Expert-Level Cinematic Understanding in Vision-Language Models

Paper • 2506.21356 • Published Jun 26, 2025 • 22

Ego-R1: Chain-of-Tool-Thought for Ultra-Long Egocentric Video Reasoning

Paper • 2506.13654 • Published Jun 16, 2025 • 43

upvoted 2 papers 10 months ago

VBench-2.0: Advancing Video Generation Benchmark Suite for Intrinsic Faithfulness

Paper • 2503.21755 • Published Mar 27, 2025 • 33

CFG-Zero*: Improved Classifier-Free Guidance for Flow Matching Models

Paper • 2503.18886 • Published Mar 24, 2025 • 24

upvoted 3 papers about 1 year ago

RepVideo: Rethinking Cross-Layer Representation for Video Generation

Paper • 2501.08994 • Published Jan 15, 2025 • 15

Evaluation Agent: Efficient and Promptable Evaluation Framework for Visual Generative Models

Paper • 2412.09645 • Published Dec 10, 2024 • 36

VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Paper • 2411.13503 • Published Nov 20, 2024 • 34