DV Lab

MGM

Official repo for "Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models"

LongLoRA

Code and documents of LongLoRA and LongAlpaca (ICLR 2024 Oral)

LISA

Project Page for "LISA: Reasoning Segmentation via Large Language Model"

VoxelNeXt

VoxelNeXt: Fully Sparse VoxelNet for 3D Object Detection and Tracking (CVPR 2023)

LLaMA-VID

Official Implementation for LLaMA-VID: An Image is Worth 2 Tokens in Large Language Models

DeepUPE

Underexposed Photo Enhancement Using Deep Illumination Estimation

3D-Box-Segment-Anything

We extend Segment Anything to 3D perception by combining it with VoxelNeXt.

PointGroup

PointGroup: Dual-Set Point Grouping for 3D Instance Segmentation

FocalsConv

Focal Sparse Convolutional Networks for 3D Object Detection (CVPR 2022, Oral)

Video-P2P

Video-P2P: Video Editing with Cross-attention Control

PFENet

PFENet: Prior Guided Feature Enrichment Network for Few-shot Segmentation (TPAMI).

SphereFormer

The official implementation for "Spherical Transformer for LiDAR-based 3D Recognition" (CVPR 2023).

LLMGA

This project is the official implementation of 'LLMGA: Multimodal Large Language Model based Generation Assistant'

Parametric-Contrastive-Learning

Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)

LargeKernel3D

LargeKernel3D: Scaling up Kernels in 3D Sparse CNNs (CVPR 2023)

Context-Aware-Consistency

Semi-supervised Semantic Segmentation with Directional Context-aware Consistency (CVPR 2021)

SparseTransformer

A fast and memory-efficient libarary for sparse transformer with varying token numbers (e.g., 3D point cloud).

MOOD

Official PyTorch implementation of MOOD series: (1) MOODv1: Rethinking Out-of-distributionDetection: Masked Image Modeling Is All You Need. (2) MOODv2: Masked Image Modeling for Out-of-Distribution Detection.

RIVAL

[NeurIPS 2023 Spotlight] Real-World Image Variation by Aligning Diffusion Inversion Chain

Ref-NPR

[CVPR 2023] Ref-NPR: Reference-Based Non-PhotoRealistic Radiance Fields

Prompt-Highlighter

[CVPR 2024] Prompt Highlighter: Interactive Control for Multi-Modal LLMs

Imbalanced-Learning

Imbalanced learning tool for imbalanced recognition and segmentation

Mask-Attention-Free-Transformer

Official Implementation for "Mask-Attention-Free Transformer for 3D Instance Segmentation"

MoTCoder

This is the official code repository of MoTCoder: Elevating Large Language Models with Modular of Thought for Challenging Programming Tasks.

ProposeReduce

Video Instance Segmentation with a Propose-Reduce Paradigm (ICCV 2021)

TriVol

The official code of TriVol in CVPR-2023

GroupContrast

[CVPR 2024] GroupContrast: Semantic-aware Self-supervised Representation Learning for 3D Understanding

LBGAT

Learnable Boundary Guided Adversarial Training (ICCV2021)

MR-GSM8K

Challenge LLMs to Reason About Reasoning: A Benchmark to Unveil Cognitive Depth in LLMs

APD