CVMI Lab

ST3D

(CVPR 2021 & T-PAMI 2022) ST3D: Self-training for Unsupervised Domain Adaptation on 3D Object Detection & ST3D++: Denoised Self-training for Unsupervised Domain Adaptation on 3D Object Detection

PAConv

(CVPR 2021) PAConv: Position Adaptive Convolution with Dynamic Kernel Assembling on Point Clouds

PLA

(CVPR 2023) PLA: Language-Driven Open-Vocabulary 3D Scene Understanding & (CVPR2024) RegionPLC: Regional Point-Language Contrastive Learning for Open-World 3D Scene Understanding

UHDM

(ECCV2022) This is the official PyTorch implementation of ECCV2022 paper: Towards Efficient and Scale-Robust Ultra-High-Definition Image Demoireing

SyntheticData

Is synthetic data from generative models ready for image recognition?

Point-UV-Diffusion

(ICCV2023) This is the official PyTorch implementation of ICCV2023 paper: Texture Generation on 3D Meshes with Point-UV Diffusion

SparseKD

(NeurlPS 2022) Towards Efficient 3D Object Detection with Knowledge Distillation

IST-Net

(ICCV2023) IST-Net: Prior-free Category-level Pose Estimation with Implicit Space Transformation

Classifier-Score-Distillation

(ICLR2024) This is the official PyTorch implementation of ICLR2024 paper: Text-to-3D with Classifier Score Distillation

CoDet

(NeurIPS2023) CoDet: Co-Occurrence Guided Region-Word Alignment for Open-Vocabulary Object Detection

SlotCon

(NeurIPS 2022) Self-Supervised Visual Representation Learning with Semantic Grouping

SimGCD

(ICCV 2023) Parametric Classification for Generalized Category Discovery: A Baseline Study

VideoDemoireing

(CVPR 2022) Video Demoireing with Relation-Based Temporal Consistency

DARS

(ICCV 2021 Oral) Re-distributing Biased Pseudo Labels for Semi-supervised Semantic Segmentation: A Baseline Investigation.

KDEP

(CVPR2022) Official PyTorch Implementation of KDEP. Knowledge Distillation as Efficient Pre-training: Faster Convergence, Higher Data-efficiency, and Better Transferability

SPS-Conv

(NeurlPS 2022) Spatial Pruned Sparse Convolution for Efficient 3D Object Detection

HybridNeuralRendering

(CVPR 2023) Hybrid Neural Rendering for Large-Scale Scenes with Motion Blur

MarS3D

(CVPR 2023) MarS3D: A Plug-and-Play Motion-Aware Model for Semantic Segmentation on Multi-Scan 3D Point Clouds

Speech2Lip

[ICCV2023] Speech2Lip: High-fidelity Speech to Lip Generation by Learning from a Short Video

FS3D

(NeurlPS 2022) Prototypical VoteNet for Few-Shot 3D Point Cloud Object Detection

Total-Decom

DODA

(ECCV 2022) DODA: Data-oriented Sim-to-Real Domain Adaptation for 3D Semantic Segmentation

ResKD

[NeurIPS 2022] Official implementation of the paper "Rethinking Resolution in the Context of Efficient Video Recognition".

SC-GS

[CVPR 2024] Code for SC-GS: Sparse-Controlled Gaussian Splatting for Editable Dynamic Scenes

clip-beyond-tail

Generalization Beyond Data Imbalance: A Controlled Study on CLIP for Transferable Insights

Hybrid-Occ-SDF

This is the officially implementation of ICCV 2023 paper " Learning A Room with the Occ-SDF Hybrid: Signed Distance Function Mingled with Occupancy Aids Scene Representation"

Groma

Copy of "Groma: Localized Visual Tokenization for Grounding Multimodal Large Language Models"