Xin Jin

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upvoted a paper about 10 hours ago

OmniAgent: Audio-Guided Active Perception Agent for Omnimodal Audio-Video Understanding

Paper • 2512.23646 • Published 4 days ago • 14

liked a dataset 22 days ago

odl-raiser/Envision

Viewer • Updated Dec 2, 2025 • 1k • 202 • 24

upvoted 3 papers about 1 month ago

Envision: Benchmarking Unified Understanding & Generation for Causal World Process Insights

Paper • 2512.01816 • Published Dec 1, 2025 • 88

OmniZip: Audio-Guided Dynamic Token Compression for Fast Omnimodal Large Language Models

Paper • 2511.14582 • Published Nov 18, 2025 • 18

Does Understanding Inform Generation in Unified Multimodal Models? From Analysis to Path Forward

Paper • 2511.20561 • Published Nov 25, 2025 • 32

upvoted a paper about 2 months ago

GGBench: A Geometric Generative Reasoning Benchmark for Unified Multimodal Models

Paper • 2511.11134 • Published Nov 14, 2025 • 31

upvoted a paper 2 months ago

MergeMix: A Unified Augmentation Paradigm for Visual and Multi-Modal Understanding

Paper • 2510.23479 • Published Oct 27, 2025 • 14

commented a paper 2 months ago

MergeMix: A Unified Augmentation Paradigm for Visual and Multi-Modal Understanding

Paper • 2510.23479 • Published Oct 27, 2025 • 14 •

1

upvoted 3 papers 3 months ago

SRUM: Fine-Grained Self-Rewarding for Unified Multimodal Models

Paper • 2510.12784 • Published Oct 14, 2025 • 19

Which Heads Matter for Reasoning? RL-Guided KV Cache Compression

Paper • 2510.08525 • Published Oct 9, 2025 • 22

OBS-Diff: Accurate Pruning For Diffusion Models in One-Shot

Paper • 2510.06751 • Published Oct 8, 2025 • 21

upvoted 2 papers 5 months ago

When Tokens Talk Too Much: A Survey of Multimodal Long-Context Token Compression across Images, Videos, and Audios

Paper • 2507.20198 • Published Jul 27, 2025 • 26

Rep-MTL: Unleashing the Power of Representation-level Task Saliency for Multi-Task Learning

Paper • 2507.21049 • Published Jul 28, 2025 • 40

authored 4 papers 7 months ago

Adversarial AutoMixup

Paper • 2312.11954 • Published Dec 19, 2023 • 4

A Survey on Mixup Augmentations and Beyond

Paper • 2409.05202 • Published Sep 8, 2024 • 1

SUMix: Mixup with Semantic and Uncertain Information

Paper • 2407.07805 • Published Jul 10, 2024

Taming LLMs by Scaling Learning Rates with Gradient Grouping

Paper • 2506.01049 • Published Jun 1, 2025 • 38

upvoted a paper 7 months ago

Taming LLMs by Scaling Learning Rates with Gradient Grouping

Paper • 2506.01049 • Published Jun 1, 2025 • 38

upvoted a paper 9 months ago

MergeVQ: A Unified Framework for Visual Generation and Representation with Disentangled Token Merging and Quantization

Paper • 2504.00999 • Published Apr 1, 2025 • 95

upvoted a paper 11 months ago

Adversarial AutoMixup

Paper • 2312.11954 • Published Dec 19, 2023 • 4