Xin Jin
- Papers
- 41
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Authored papers
41D-OPSD: On-Policy Self-Distillation for Continuously Tuning Step-Distilled Diffusion Models
arXiv 2026
VLA-JEPA: Enhancing Vision-Language-Action Model with Latent World Model
arXiv 2026
Disentangled Robot Learning via Separate Forward and Inverse Dynamics Pretraining
arXiv 2026
RankE: End-to-End Post-Training for Discrete Text-to-Image Generation with Decoder Co-Evolution
arXiv 2026
Speak While Watching: Unleashing TRUE Real-Time Video Understanding Capability of Multimodal Large Language Models
arXiv 2026
LVOmniBench: Pioneering Long Audio-Video Understanding Evaluation for Omnimodal LLMs
arXiv 2026
SoFar: Language-Grounded Orientation Bridges Spatial Reasoning and Object Manipulation
arXiv 2025
Bridging Past and Future: End-to-End Autonomous Driving with Historical Prediction and Planning
CVPR 2025 1
Multi-Layer Visual Feature Fusion in Multimodal LLMs: Methods, Analysis, and Best Practices
CVPR 2025 1
ORV: 4D Occupancy-centric Robot Video Generation
arXiv 2025
Decoupled DMD: CFG Augmentation as the Spear, Distribution Matching as the Shield
arXiv 2025
Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer
arXiv 2025
Perceptual Decoupling for Scalable Multi-modal Reasoning via Reward-Optimized Captioning
arXiv 2025
Taming LLMs by Scaling Learning Rates with Gradient Grouping
arXiv 2025
Adaptive Data Exploitation in Deep Reinforcement Learning
arXiv 2025
Distribution Matching Distillation Meets Reinforcement Learning
arXiv 2025
ANTS: Adaptive Negative Textual Space Shaping for OOD Detection via Test-Time MLLM Understanding and Reasoning
arXiv 2026
DreamVLA: A Vision-Language-Action Model Dreamed with Comprehensive World Knowledge
dreamvla-a-vision-language-action-model
OmniNWM: Omniscient Driving Navigation World Models
arXiv 2025
Hybrid-grained Feature Aggregation with Coarse-to-fine Language Guidance for Self-supervised Monocular Depth Estimation
arXiv 2025
Reasoning in Space via Grounding in the World
arXiv 2025
InteractComp: Evaluating Search Agents With Ambiguous Queries
arXiv 2025
DiT4SR: Taming Diffusion Transformer for Real-World Image Super-Resolution
ICCV 2025
Examining the Source of Defects from a Mechanical Perspective for 3D Anomaly Detection
arXiv 2025
UniScene: Unified Occupancy-centric Driving Scene Generation
CVPR 2025 1
Towards RAW Object Detection in Diverse Conditions
CVPR 2025 1
MotionBank: A Large-scale Video Motion Benchmark with Disentangled Rule-based Annotations
arXiv 2024
MegaScale: Scaling Large Language Model Training to More Than 10,000 GPUs
arXiv 2024
DistServe: Disaggregating Prefill and Decoding for Goodput-optimized Large Language Model Serving
arXiv 2024
SUMix: Mixup with Semantic and Uncertain Information
arXiv 2024
A Survey of Resource-efficient LLM and Multimodal Foundation Models
arXiv 2024
Lighting Every Darkness with 3DGS: Fast Training and Real-Time Rendering for HDR View Synthesis
arXiv 2024
A Survey on Mixup Augmentations and Beyond
arXiv 2024
DreamLIP: Language-Image Pre-training with Long Captions
arXiv 2024
Inpaint Anything: Segment Anything Meets Image Inpainting
arXiv 2023
Automatic Intrinsic Reward Shaping for Exploration in Deep Reinforcement Learning
arXiv 2023
Generalized Lightness Adaptation with Channel Selective Normalization
ICCV 2023 1
Learning Distortion Invariant Representation for Image Restoration from A Causality Perspective
CVPR 2023 1
NaviNeRF: NeRF-based 3D Representation Disentanglement by Latent Semantic Navigation
ICCV 2023 1
Make Explicit Calibration Implicit: Calibrate Denoiser Instead of the Noise Model
ICCV 2023 1
Region Normalization for Image Inpainting
arXiv 2019
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