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National University of Singapore
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10000[NAACL 2025] MiLoRA: Harnessing Minor Singular Components for Parameter-Efficient LLM Finetuning
[CVPR 2025 Highlight] Official code for paper "Mamba as a Bridge: Where Vision Foundation Models Meet Vision Language Models for Domain-Generalized Semantic Segmentation"
Official Code for Efficient Diffusion as Low Light Enhancer (CVPR 2025)
[ACM MM2024] Digging into contrastive learning for robust depth estimation with diffusion models
[CVPR 2025 Highlight] DepthCrafter: Generating Consistent Long Depth Sequences for Open-world Videos
PyTorch implementation of FlowDiffuser: Advancing Optical Flow Estimation with Diffusion Models (CVPR-2024)
[CVPR 2025] Code for Segment Any Motion in Videos
SpatialLM: Large Language Model for Spatial Understanding
Stable Virtual Camera: Generative View Synthesis with Diffusion Models
[CVPR 2025 Oral] VGGT: Visual Geometry Grounded Transformer
[ICML 2024] Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model
[CVPR 2025] Synthetic-to-Real Self-supervised Robust Depth Estimation via Learning with Motion and Structure Priors
Solve Visual Understanding with Reinforced VLMs
[CVPR 2025 Highlight] SoMA: Singular Value Decomposed Minor Components Adaptation for Domain Generalizable Representation Learning
DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding
"Unsupervised Cumulative Domain Adaptation for Foggy Scene Optical Flow", accepted by CVPR 2023
GIM: Learning Generalizable Image Matcher From Internet Videos (ICLR 2024 Spotlight)
Official implementation of Continuous 3D Perception Model with Persistent State
[CVPR 2021] Self-supervised depth estimation from short sequences
[CVPR 2025 Highlight] Official implementation of the solvers and estimators proposed in the paper "Relative Pose Estimation through Affine Corrections of Monocular Depth Priors"
[SIGGRAPH Asia 2024, Best Paper Honorable Mention] This is the official implementation of our SIGGRAPH Asia journal artical: TEXGen: a Generative Diffusion Model for Mesh Textures
Testing adaptation of the DINOv2 encoder for vision tasks with Low-Rank Adaptation (LoRA)
Zero-Shot Monocular Depth Completion with Guided Diffusion
A curated list of awesome robust depth estimation papers
Arbitrary-steps Image Super-resolution via Diffusion Inversion (CVPR 2025)
PrimeDepth: Efficient Monocular Depth Estimation with a Stable Diffusion Preimage