DV Lab

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83 repositories

LSDBench
Public
A benchmark that focuses on the sampling dilemma in long-video tasks. Through well-designed tasks, it evaluates the sampling efficiency of long-video VLMs. (ICCV2025)
benchmark video-understanding sampling-strategies reasoning-agent vision-language-model long-video-understanding multimodal-large-language-models video-understanding-dataset
Python
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Apache License 2.0
•0•17•0•0•Updated Jul 31, 2025Jul 31, 2025
Seg-Zero
Public
Project Page For "Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement"
reinforcement-learning segmentation multimodal multimodel-large-language-model reasoning-language-models
Python
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Apache License 2.0
•19•478•1•0•Updated Jul 30, 2025Jul 30, 2025
VisionThink
Public
Efficient Reasoning Vision Language Models
Python
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Apache License 2.0
•25•337•2•0•Updated Jul 22, 2025Jul 22, 2025
VisionZip
Public
Official repository for VisionZip (CVPR 2025)
efficiency multi-modality vision-language-model vlms
Python
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Apache License 2.0
•14•325•22•0•Updated Jul 21, 2025Jul 21, 2025
Parametric-Contrastive-Learning
Public
Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)
pytorch supervised-learning imagenet image-classification class-imbalance imbalanced-data imbalanced-learning tpami contrastive-learning supervised-contrastive-learning
Python
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MIT License
•32•254•7•0•Updated Jul 21, 2025Jul 21, 2025
VisionReasoner
Public
The official implement of "VisionReasoner: Unified Visual Perception and Reasoning via Reinforcement Learning"
reinforcement-learning segmentation object-detection multimodal counting-objects visual-perception multimodal-large-language-models reasoning-language-models
Python
•
Apache License 2.0
•13•239•0•0•Updated Jul 20, 2025Jul 20, 2025
TGDPO
Public
[ICML 2025] TGDPO: Harnessing Token-Level Reward Guidance for Enhancing Direct Preference Optimization
alignment preference-learning large-language-models llm rlhf preference-alignment direct-preference-optimization preference-optimization
Python
•0•5•0•0•Updated Jul 15, 2025Jul 15, 2025
Video-P2P
Public
Video-P2P: Video Editing with Cross-attention Control
image-editing generative-model video-editing text-driven-editing stable-diffusion
Python
•26•414•5•0•Updated Jun 30, 2025Jun 30, 2025
RL-GPT
Public
Python
•2•8•1•0•Updated Jun 30, 2025Jun 30, 2025
Jenga
Public
Official Implementation: Training-Free Efficient Video Generation via Dynamic Token Carving
Python
•10•222•9•0•Updated Jun 29, 2025Jun 29, 2025
MagicMirror
Public
[ICCV 2025] MagicMirror: ID-Preserved Video Generation in Video Diffusion Transformers
3•119•7•0•Updated Jun 26, 2025Jun 26, 2025
Logits-Based-Finetuning
Public
Official Code of Logits-Based-Finetuning
Python
•9•87•0•0•Updated Jun 14, 2025Jun 14, 2025
LLMGA
Public
This project is the official implementation of 'LLMGA: Multimodal Large Language Model based Generation Assistant', ECCV2024 Oral
image-editing image-generation multi-modal aigc llm large-language-model mllm image-design-assistant
Python
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Apache License 2.0
•25•397•3•0•Updated Jun 2, 2025Jun 2, 2025
ARPO
Public
Official Implementation of ARPO: End-to-End Policy Optimization for GUI Agents with Experience Replay
Python
•
Apache License 2.0
•6•96•5•0•Updated May 29, 2025May 29, 2025
MoTCoder
Public
This is the official code repository of MoTCoder: Elevating Large Language Models with Modular of Thought for Challenging Programming Tasks.
natural-language-processing programming code apps code-generation large-language-models
Python
•3•84•7•0•Updated Mar 30, 2025Mar 30, 2025
Open-Code-Zero
Public
0•1•0•0•Updated Mar 10, 2025Mar 10, 2025
LISA
Public
Project Page for "LISA: Reasoning Segmentation via Large Language Model"
segmentation multi-modal llm large-language-model
Python
•
Apache License 2.0
•172•2.3k•108•0•Updated Feb 16, 2025Feb 16, 2025
Step-DPO
Public
Implementation for "Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs"
math reasoning dpo llm
Python
•15•376•18•0•Updated Jan 19, 2025Jan 19, 2025
Lyra
Public
Official Implementation for "Lyra: An Efficient and Speech-Centric Framework for Omni-Cognition" (ICCV 2025)
efficiency vision-language-model speech-language-model omni-language-model multimodal-large-language-model
Python
•
Apache License 2.0
•29•287•2•0•Updated Jan 9, 2025Jan 9, 2025
LBGAT
Public
Learnable Boundary Guided Adversarial Training (ICCV2021)
image-recognition robustness adversarial-attacks adversarial-training adversarial-defense iccv2021
Python
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MIT License
•2•38•4•0•Updated Dec 9, 2024Dec 9, 2024
Mr-Ben
Public
This is the repo for our paper "Mr-Ben: A Comprehensive Meta-Reasoning Benchmark for Large Language Models"
Python
•
MIT License
•1•50•1•0•Updated Oct 31, 2024Oct 31, 2024
ControlNeXt
Public
Controllable video and image Generation, SVD, Animate Anyone, ControlNet, ControlNeXt, LoRA
Python
•
Apache License 2.0
•79•1.6k•49•1•Updated Sep 25, 2024Sep 25, 2024
TagCLIP
Public
segmentation clip zero-shot image-text
Python
•1•9•1•0•Updated Sep 3, 2024Sep 3, 2024
LongLoRA
Public
Code and documents of LongLoRA and LongAlpaca (ICLR 2024 Oral)
lora large-language-models llm long-context fine-tuning-llm
Python
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Apache License 2.0
•289•2.7k•49•2•Updated Aug 14, 2024Aug 14, 2024
DiffComplete
Public
Official Codebase of "DiffComplete: Diffusion-based Generative 3D Shape Completion"
diffusion-models 3d-completion 3d-shape-generation
Python
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Apache License 2.0
•8•106•3•0•Updated Aug 14, 2024Aug 14, 2024
PFENet
Public
PFENet: Prior Guided Feature Enrichment Network for Few-shot Segmentation (TPAMI).
segmentation few-shot pami-2020
Python
•55•343•38•0•Updated Aug 1, 2024Aug 1, 2024
LLaMA-VID
Public
LLaMA-VID: An Image is Worth 2 Tokens in Large Language Models (ECCV 2024)
Python
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Apache License 2.0
•50•824•44•0•Updated Jul 29, 2024Jul 29, 2024
PointGroup
Public
PointGroup: Dual-Set Point Grouping for 3D Instance Segmentation
Python
•
Apache License 2.0
•80•426•40•2•Updated Jul 25, 2024Jul 25, 2024
Prompt-Highlighter
Public
[CVPR 2024] Prompt Highlighter: Interactive Control for Multi-Modal LLMs
text-generation multi-modality llm-inference
Python
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MIT License
•4•150•5•0•Updated Jul 23, 2024Jul 23, 2024
Q-LLM
Public
This is the official repo of "QuickLLaMA: Query-aware Inference Acceleration for Large Language Models"
fast-inference inference-acceleration large-language-models long-context kv-cache-compression
Python
•4•54•3•0•Updated Jul 16, 2024Jul 16, 2024

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