Wujian Peng

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upvoted a paper about 8 hours ago

World Modeling Makes a Better Planner: Dual Preference Optimization for Embodied Task Planning

Paper • 2503.10480 • Published about 19 hours ago • 26

upvoted a paper 4 days ago

Unified Reward Model for Multimodal Understanding and Generation

Paper • 2503.05236 • Published 7 days ago • 104

upvoted 3 papers 3 months ago

Synthesize, Diagnose, and Optimize: Towards Fine-Grained Vision-Language Understanding

Paper • 2312.00081 • Published Nov 30, 2023 • 2

Cross-Modality Safety Alignment

Paper • 2406.15279 • Published Jun 21, 2024 • 4

Inst-IT: Boosting Multimodal Instance Understanding via Explicit Visual Prompt Instruction Tuning

Paper • 2412.03565 • Published Dec 4, 2024 • 11

upvoted a paper 7 months ago

RelBench: A Benchmark for Deep Learning on Relational Databases

Paper • 2407.20060 • Published Jul 29, 2024 • 10

upvoted 4 papers 8 months ago

Diffree: Text-Guided Shape Free Object Inpainting with Diffusion Model

Paper • 2407.16982 • Published Jul 24, 2024 • 41

Understanding Reference Policies in Direct Preference Optimization

Paper • 2407.13709 • Published Jul 18, 2024 • 17

Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model

Paper • 2407.07053 • Published Jul 9, 2024 • 45

Video Diffusion Alignment via Reward Gradients

Paper • 2407.08737 • Published Jul 11, 2024 • 50

upvoted an article 8 months ago

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Article

Introducing Idefics2: A Powerful 8B Vision-Language Model for the community

Apr 15, 2024

• 174

upvoted 4 papers 8 months ago

We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning?

Paper • 2407.01284 • Published Jul 1, 2024 • 78

Multi-Object Hallucination in Vision-Language Models

Paper • 2407.06192 • Published Jul 8, 2024 • 12

UltraEdit: Instruction-based Fine-Grained Image Editing at Scale

Paper • 2407.05282 • Published Jul 7, 2024 • 15

Compositional Video Generation as Flow Equalization

Paper • 2407.06182 • Published Jun 10, 2024 • 14

upvoted 5 papers 9 months ago

Benchmarking Multi-Image Understanding in Vision and Language Models: Perception, Knowledge, Reasoning, and Multi-Hop Reasoning

Paper • 2406.12742 • Published Jun 18, 2024 • 15

Improving Visual Commonsense in Language Models via Multiple Image Generation

Paper • 2406.13621 • Published Jun 19, 2024 • 13

Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large Language Models

Paper • 2406.13542 • Published Jun 19, 2024 • 16

Prism: A Framework for Decoupling and Assessing the Capabilities of VLMs

Paper • 2406.14544 • Published Jun 20, 2024 • 35

MantisScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

Paper • 2406.15252 • Published Jun 21, 2024 • 16