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ECCV 2024 论文和开源项目合集,同时欢迎各位大佬提交issue,分享ECCV 2024论文和开源项目

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ECCV 2024 论文和开源项目合集(Papers with Code)

ECCV 2024 decisions are now available!

注1:欢迎各位大佬提交issue,分享ECCV 2024论文和开源项目!

注2:关于往年CV顶会论文以及其他优质CV论文和大盘点,详见: https://github.com/amusi/daily-paper-computer-vision

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【ECCV 2024 论文开源目录】

3DGS(Gaussian Splatting)

MVSplat: Efficient 3D Gaussian Splatting from Sparse Multi-View Images

CityGaussian: Real-time High-quality Large-Scale Scene Rendering with Gaussians

FSGS: Real-Time Few-shot View Synthesis using Gaussian Splatting

Mamba / SSM

VideoMamba: State Space Model for Efficient Video Understanding

ZIGMA: A DiT-style Zigzag Mamba Diffusion Model

Avatars

Backbone

CLIP

MAE

Embodied AI

GAN

OCR

Bridging Synthetic and Real Worlds for Pre-training Scene Text Detectors

PosFormer: Recognizing Complex Handwritten Mathematical Expression with Position Forest Transformer

Occupancy

Fully Sparse 3D Occupancy Prediction

NeRF

NeRF-MAE: Masked AutoEncoders for Self-Supervised 3D Representation Learning for Neural Radiance Fields

DETR

Prompt

多模态大语言模型(MLLM)

SQ-LLaVA: Self-Questioning for Large Vision-Language Assistant

ControlCap: Controllable Region-level Captioning

大语言模型(LLM)

NAS

ReID(重识别)

扩散模型(Diffusion Models)

ZIGMA: A DiT-style Zigzag Mamba Diffusion Model

Skews in the Phenomenon Space Hinder Generalization in Text-to-Image Generation

The Lottery Ticket Hypothesis in Denoising: Towards Semantic-Driven Initialization

Vision Transformer

GiT: Towards Generalist Vision Transformer through Universal Language Interface

视觉和语言(Vision-Language)

GalLoP: Learning Global and Local Prompts for Vision-Language Models

目标检测(Object Detection)

Relation DETR: Exploring Explicit Position Relation Prior for Object Detection

Cross-Domain Few-Shot Object Detection via Enhanced Open-Set Object Detector

异常检测(Anomaly Detection)

目标跟踪(Object Tracking)

语义分割(Semantic Segmentation)

Context-Guided Spatial Feature Reconstruction for Efficient Semantic Segmentation

医学图像(Medical Image)

Brain-ID: Learning Contrast-agnostic Anatomical Representations for Brain Imaging

FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification

医学图像分割(Medical Image Segmentation)

ScribblePrompt: Fast and Flexible Interactive Segmentation for Any Biomedical Image

AnatoMask: Enhancing Medical Image Segmentation with Reconstruction-guided Self-masking

Representing Topological Self-Similarity Using Fractal Feature Maps for Accurate Segmentation of Tubular Structures

视频目标分割(Video Object Segmentation)

DVIS-DAQ: Improving Video Segmentation via Dynamic Anchor Queries

自动驾驶(Autonomous Driving)

Fully Sparse 3D Occupancy Prediction

milliFlow: Scene Flow Estimation on mmWave Radar Point Cloud for Human Motion Sensing

4D Contrastive Superflows are Dense 3D Representation Learners

3D点云(3D-Point-Cloud)

3D目标检测(3D Object Detection)

3D Small Object Detection with Dynamic Spatial Pruning

Ray Denoising: Depth-aware Hard Negative Sampling for Multi-view 3D Object Detection

3D语义分割(3D Semantic Segmentation)

图像编辑(Image Editing)

图像补全/图像修复(Image Inpainting)

BrushNet: A Plug-and-Play Image Inpainting Model with Decomposed Dual-Branch Diffusion

视频编辑(Video Editing)

Low-level Vision

Restoring Images in Adverse Weather Conditions via Histogram Transformer

OneRestore: A Universal Restoration Framework for Composite Degradation

超分辨率(Super-Resolution)

去噪(Denoising)

图像去噪(Image Denoising)

3D人体姿态估计(3D Human Pose Estimation)

图像生成(Image Generation)

Object-Conditioned Energy-Based Attention Map Alignment in Text-to-Image Diffusion Models

Every Pixel Has its Moments: Ultra-High-Resolution Unpaired Image-to-Image Translation via Dense Normalization

ZIGMA: A DiT-style Zigzag Mamba Diffusion Model

Skews in the Phenomenon Space Hinder Generalization in Text-to-Image Generation

视频生成(Video Generation)

VideoStudio: Generating Consistent-Content and Multi-Scene Videos

3D生成

视频理解(Video Understanding)

VideoMamba: State Space Model for Efficient Video Understanding

C2C: Component-to-Composition Learning for Zero-Shot Compositional Action Recognition

行为识别(Action Recognition)

SA-DVAE: Improving Zero-Shot Skeleton-Based Action Recognition by Disentangled Variational Autoencoders

知识蒸馏(Knowledge Distillation)

图像压缩(Image Compression)

Image Compression for Machine and Human Vision With Spatial-Frequency Adaptation

立体匹配(Stereo Matching)

场景图生成(Scene Graph Generation)

计数(Counting)

Zero-shot Object Counting with Good Exemplars

视频质量评价(Video Quality Assessment)

数据集(Datasets)

其他(Others)

Multi-branch Collaborative Learning Network for 3D Visual Grounding

PDiscoFormer: Relaxing Part Discovery Constraints with Vision Transformers

SPVLoc: Semantic Panoramic Viewport Matching for 6D Camera Localization in Unseen Environments

REFRAME: Reflective Surface Real-Time Rendering for Mobile Devices