DWCTOD / CVPR2024-Papers-with-Code-Demo

收集 CVPR 最新的成果,包括论文、代码和demo视频等,欢迎大家推荐!Collect the latest CVPR (Conference on Computer Vision and Pattern Recognition) results, including papers, code, and demo videos, etc., and welcome recommendations from everyone!
Apache License 2.0
1.28k stars 145 forks source link
computer-vision cvpr cvpr2021 cvpr2022 cvpr2023 cvpr2024 llm multimodal-deep-learning object-detection segment-anything segmentation

CVPR2024-Papers-with-Code-Demo

:star_and_crescent:添加微信: nvshenj125, 备注方向,进交流学习群

欢迎关注公众号:AI算法与图像处理

:star2: CVPR 2024 持续更新最新论文/paper和相应的开源代码/code!

B站demo:https://space.bilibili.com/288489574

:hand: ​注:欢迎各位大佬提交issue,分享CVPR 2022论文/paper和开源项目!共同完善这个项目

往年顶会论文汇总:

CVPR2021

CVPR2022

CVPR2023

ICCV2021

ECCV2022

:fireworks: 欢迎进群 | Welcome

CVPR 2024 论文/paper交流群已成立!已经收录的同学,可以添加微信:nvshenj125,请备注:CVPR+姓名+学校/公司名称!一定要根据格式申请,可以拉你进群。

:hammer: 目录 |Table of Contents(点击直接跳转)

目录(右侧点击可折叠) - [Backbone](#Backbone) - [数据集/Dataset](#Dataset) - [Diffusion Model](#DiffusionModel) - [Text-to-Image](#T2I) - [NAS](#NAS) - [NeRF](#NeRF) - [Knowledge Distillation](#KnowledgeDistillation) - [多模态 / Multimodal ](#Multimodal) - [对比学习/Contrastive Learning](#ContrastiveLearning) - [图神经网络 / Graph Neural Networks](#GNN) - [胶囊网络 / Capsule Network](#CapsuleNetwork) - [图像分类 / Image Classification](#ImageClassification) - [目标检测/Object Detection](#ObjectDetection) - [目标跟踪/Object Tracking](#ObjectTracking) - [轨迹预测/Trajectory Prediction](#TrajectoryPrediction) - [语义分割/Segmentation](#Segmentation) - [弱监督语义分割/Weakly Supervised Semantic Segmentation](#WSSS) - [医学图像分割](#MedicalImageSegmentation) - [视频目标分割/Video Object Segmentation](#VideoObjectSegmentation) - [交互式视频目标分割/Interactive Video Object Segmentation](#InteractiveVideoObjectSegmentation) - [Visual Transformer](#VisualTransformer) - [深度估计/Depth Estimation](#DepthEstimation) - [人脸识别/Face Recognition](#FaceRecognition) - [人脸检测/Face Detection](#FaceDetection) - [人脸活体检测/Face Anti-Spoofing](#FaceAnti-Spoofing) - [人脸年龄估计/Age Estimation](#AgeEstimation) - [人脸表情识别/Facial Expression Recognition](#FacialExpressionRecognition) - [人脸属性识别/Facial Attribute Recognition](#FacialAttributeRecognition) - [人脸编辑/Facial Editing](#FacialEditing) - [人脸重建/Face Reconstruction](#FaceReconstruction) - [Talking Face](#TalkingFace) - [换脸/Face Swap](#FaceSwap) - [姿态估计/Pose Estimation](#HumanPoseEstimation) - [手势姿态估计(重建)/Hand Pose Estimation( Hand Mesh Recovery)](#HandPoseEstimation) - [视频动作检测/Video Action Detection](#VideoActionDetection) - [手语翻译/Sign Language Translation](#SignLanguageTranslation) - [3D人体重建](#3D人体重建) - [行人重识别/Person Re-identification](#PersonRe-identification) - [行人搜索/Person Search](#PersonSearch) - [人群计数 / Crowd Counting](#CrowdCounting) - [GAN](#GAN) - [彩妆迁移 / Color-Pattern Makeup Transfer](#CPM) - [字体生成 / Font Generation](#FontGeneration) - [场景文本检测、识别/Scene Text Detection/Recognition](#OCR) - [图像、视频检索 / Image Retrieval/Video retrieval](#Retrieval) - [Image Animation](#ImageAnimation) - [抠图/Image Matting](#ImageMatting) - [超分辨率/Super Resolution](#SuperResolution) - [图像复原/Image Restoration](#ImageRestoration) - [图像补全/Image Inpainting](#ImageInpainting) - [图像去噪/Image Denoising](#ImageDenoising) - [图像编辑/Image Editing](#ImageEditing) - [图像拼接/Image stitching](#Imagestitching) - [图像匹配/Image Matching](#ImageMatching) - [图像融合/Image Blending](#ImageBlending) - [图像去雾/Image Dehazing](#ImageDehazing) - [图像去模糊/Image Deblur](#ImageDeblur) - [图像压缩/Image Compression](#ImageCompression) - [反光去除/Reflection Removal](#ReflectionRemoval) - [车道线检测/Lane Detection](#LaneDetection) - [自动驾驶 / Autonomous Driving](#AutonomousDriving) - [流体重建/Fluid Reconstruction](#FluidReconstruction) - [场景重建 / Scene Reconstruction](#SceneReconstruction) - [3D Reconstruction](#3DReconstruction) - [视频插帧/Frame Interpolation](#FrameInterpolation) - [视频超分 / Video Super-Resolution](#VideoSuper-Resolution) - [3D点云/3D point cloud](#3DPointCloud) - [标签噪声 / Label-Noise](#Label-Noise) - [对抗样本/Adversarial Examples](#AdversarialExamples) - [Anomaly Detection](#AnomalyDetection) - [其他/Other](#Other)

Backbone

返回目录/back

数据集/Dataset

HoloVIC: Large-scale Dataset and Benchmark for Multi-Sensor Holographic Intersection and Vehicle-Infrastructure Cooperative

Traffic Scene Parsing through the TSP6K Dataset

返回目录/back

Diffusion Model

Balancing Act: Distribution-Guided Debiasing in Diffusion Models

DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models

DiffAssemble: A Unified Graph-Diffusion Model for 2D and 3D Reassembly

Diff-Plugin: Revitalizing Details for Diffusion-based Low-level Tasks

Few-shot Learner Parameterization by Diffusion Time-steps

MedM2G: Unifying Medical Multi-Modal Generation via Cross-Guided Diffusion with Visual Invariant

DEADiff: An Efficient Stylization Diffusion Model with Disentangled Representations

Face2Diffusion for Fast and Editable Face Personalization

DEADiff: An Efficient Stylization Diffusion Model with Disentangled Representations

MACE: Mass Concept Erasure in Diffusion Models

It's All About Your Sketch: Democratising Sketch Control in Diffusion Models

SemCity: Semantic Scene Generation with Triplane Diffusion

返回目录/back

Text-to-Image

RealCustom: Narrowing Real Text Word for Real-Time Open-Domain Text-to-Image Customization

NoiseCollage: A Layout-Aware Text-to-Image Diffusion Model Based on Noise Cropping and Merging

Discriminative Probing and Tuning for Text-to-Image Generation

Towards Effective Usage of Human-Centric Priors in Diffusion Models for Text-based Human Image Generation

Text2QR: Harmonizing Aesthetic Customization and Scanning Robustness for Text-Guided QR Code Generation

Text-to-Image Diffusion Models are Great Sketch-Photo Matchmakers

返回目录/back

NAS

返回目录/back

NeRF

GSNeRF: Generalizable Semantic Neural Radiance Fields with Enhanced 3D Scene Understanding

DNGaussian: Optimizing Sparse-View 3D Gaussian Radiance Fields with Global-Local Depth Normalization

S-DyRF: Reference-Based Stylized Radiance Fields for Dynamic Scenes

返回目录/back

Knowledge Distillation

PromptKD: Unsupervised Prompt Distillation for Vision-Language Models

Logit Standardization in Knowledge Distillation

RadarDistill: Boosting Radar-based Object Detection Performance via Knowledge Distillation from LiDAR Features

$V_kD:$ Improving Knowledge Distillation using Orthogonal Projections

返回目录/back

多模态 / Multimodal

MP5: A Multi-modal Open-ended Embodied System in Minecraft via Active Perception

Polos: Multimodal Metric Learning from Human Feedback for Image Captioning

MADTP: Multimodal Alignment-Guided Dynamic Token Pruning for Accelerating Vision-Language Transformer

Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval

MoPE-CLIP: Structured Pruning for Efficient Vision-Language Models with Module-wise Pruning Error Metric

Decomposing Disease Descriptions for Enhanced Pathology Detection: A Multi-Aspect Vision-Language Matching Framework

Calibrating Multi-modal Representations: A Pursuit of Group Robustness without Annotations

返回目录/back

Contrastive Learning

Style Blind Domain Generalized Semantic Segmentation via Covariance Alignment and Semantic Consistence Contrastive Learning

返回目录/back

胶囊网络 / Capsule Network

返回目录/back

图像分类 / Image Classification

返回目录/back

目标检测/Object Detection

UniMODE: Unified Monocular 3D Object Detection

CN-RMA: Combined Network with Ray Marching Aggregation for 3D Indoors Object Detection from Multi-view Images

Memory-based Adapters for Online 3D Scene Perception

Enhancing 3D Object Detection with 2D Detection-Guided Query Anchors

SAFDNet: A Simple and Effective Network for Fully Sparse 3D Object Detection

返回目录/back

目标跟踪/Object Tracking

DeconfuseTrack:Dealing with Confusion for Multi-Object Tracking

Delving into the Trajectory Long-tail Distribution for Muti-object Tracking

返回目录/back

3D Object Tracking

返回目录/back

轨迹预测/Trajectory Prediction

返回目录/back

语义分割/Segmentation

PEM: Prototype-based Efficient MaskFormer for Image Segmentation

Towards the Uncharted: Density-Descending Feature Perturbation for Semi-supervised Semantic Segmentation

Text-Guided Variational Image Generation for Industrial Anomaly Detection and Segmentation

返回目录/back

弱监督语义分割/Weakly Supervised Semantic Segmentation

返回目录/back

医学图像/Medical Image

Modality-Agnostic Structural Image Representation Learning for Deformable Multi-Modality Medical Image Registration

返回目录/back

视频目标分割/Video Object Segmentation

Depth-aware Test-Time Training for Zero-shot Video Object Segmentation

返回目录/back

交互式视频目标分割/Interactive Video Object Segmentation

返回目录/back

Visual Transformer

Rethinking Transformers Pre-training for Multi-Spectral Satellite Imagery

返回目录/back

深度估计/Depth Estimation

Representations for Recognition and Retrieval

返回目录/back

图像、视频检索 / Image Retrieval/Video retrieval

Dual Pose-invariant Embeddings: Learning Category and Object-specific Discriminative Representations for Recognition and Retrieval

Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval

How to Handle Sketch-Abstraction in Sketch-Based Image Retrieval?

返回目录/back

超分辨率/Super Resolution

SeD: Semantic-Aware Discriminator for Image Super-Resolution

Training Generative Image Super-Resolution Models by Wavelet-Domain Losses Enables Better Control of Artifacts

CAMixerSR: Only Details Need More "Attention"

Low-Res Leads the Way: Improving Generalization for Super-Resolution by Self-Supervised Learning

返回目录/back

图像复原/Image Restoration

Boosting Image Restoration via Priors from Pre-trained Models

返回目录/back

图像去噪/Image Denoising

返回目录/back

图像编辑/Image Editing

Doubly Abductive Counterfactual Inference for Text-based Image Editing

返回目录/back

图像压缩/Image Compression

返回目录/back

图像去模糊/Image Deblur

A Unified Framework for Microscopy Defocus Deblur with Multi-Pyramid Transformer and Contrastive Learning

返回目录/back

自动驾驶 / Autonomous Driving

Abductive Ego-View Accident Video Understanding for Safe Driving Perception

Adaptive Fusion of Single-View and Multi-View Depth for Autonomous Driving

返回目录/back

人脸识别/Face Recognition

返回目录/back

人脸检测/Face Detection

返回目录/back

人脸活体检测/Face Anti-Spoofing

Suppress and Rebalance: Towards Generalized Multi-Modal Face Anti-Spoofing

返回目录/back

人脸重建/Face Reconstruction

返回目录/back

视频动作检测/Video Action Detection

返回目录/back

手语翻译/Sign Language Translation

返回目录/back

行人重识别/Person Re-identification

返回目录/back

Talking Face

返回目录/back

姿态估计/Pose Estimation

FAR: Flexible, Accurate and Robust 6DoF Relative Camera Pose Estimation

Single-to-Dual-View Adaptation for Egocentric 3D Hand Pose Estimation

Hourglass Tokenizer for Efficient Transformer-Based 3D Human Pose Estimation

返回目录/back

GAN

返回目录/back

人脸年龄估计/Age Estimation

返回目录/back

人脸表情识别/Facial Expression Recognition

返回目录/back

手势姿态估计(重建)/Hand Pose Estimation( Hand Mesh Recovery)

返回目录/back

3D Reconstruction

UFORecon: Generalizable Sparse-View Surface Reconstruction from Arbitrary and UnFavOrable Data Sets

DITTO: Dual and Integrated Latent Topologies for Implicit 3D Reconstruction

Memory-based Adapters for Online 3D Scene Perception

Bayesian Diffusion Models for 3D Shape Reconstruction

返回目录/back

视频插帧/Frame Interpolation

返回目录/back

3D点云/3D point cloud

Rethinking Few-shot 3D Point Cloud Semantic Segmentation

Extend Your Own Correspondences: Unsupervised Distant Point Cloud Registration by Progressive Distance Extension

Hide in Thicket: Generating Imperceptible and Rational Adversarial Perturbations on 3D Point Clouds

返回目录/back

Anomaly Detection

Toward Generalist Anomaly Detection via In-context Residual Learning with Few-shot Sample Prompts

RealNet: A Feature Selection Network with Realistic Synthetic Anomaly for Anomaly Detection

返回目录/back

其他/Other

DisCo: Disentangled Control for Realistic Human Dance Generation

Gradient Reweighting: Towards Imbalanced Class-Incremental Learning

TAMM: TriAdapter Multi-Modal Learning for 3D Shape Understanding

Attention-Propagation Network for Egocentric Heatmap to 3D Pose Lifting

Attentive Illumination Decomposition Model for Multi-Illuminant White Balancing

Misalignment-Robust Frequency Distribution Loss for Image Transformation

3DSFLabelling: Boosting 3D Scene Flow Estimation by Pseudo Auto-labelling

OccTransformer: Improving BEVFormer for 3D camera-only occupancy prediction

UniVS: Unified and Universal Video Segmentation with Prompts as Queries

Coarse-to-Fine Latent Diffusion for Pose-Guided Person Image Synthesis

Boosting Neural Representations for Videos with a Conditional Decoder

Classes Are Not Equal: An Empirical Study on Image Recognition Fairness

QN-Mixer: A Quasi-Newton MLP-Mixer Model for Sparse-View CT Reconstruction

Panda-70M: Captioning 70M Videos with Multiple Cross-Modality Teachers

SeMoLi: What Moves Together Belongs Together

Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction

CricaVPR: Cross-image Correlation-aware Representation Learning for Visual Place Recognition

MemoNav: Working Memory Model for Visual Navigation

VideoMAC: Video Masked Autoencoders Meet ConvNets

Theoretically Achieving Continuous Representation of Oriented Bounding Boxes

OHTA: One-shot Hand Avatar via Data-driven Implicit Priors

WWW: A Unified Framework for Explaining What, Where and Why of Neural Networks by Interpretation of Neuron Concepts

Spectral Meets Spatial: Harmonising 3D Shape Matching and Interpolation

SwitchLight: Co-design of Physics-driven Architecture and Pre-training Framework for Human Portrait Relighting

ViewFusion: Towards Multi-View Consistency via Interpolated Denoising

OpticalDR: A Deep Optical Imaging Model for Privacy-Protective Depression Recognition

NARUTO: Neural Active Reconstruction from Uncertain Target Observations

Towards Generalizable Tumor Synthesis

Rethinking Multi-domain Generalization with A General Learning Objective

Rethinking Inductive Biases for Surface Normal Estimation

SURE: SUrvey REcipes for building reliable and robust deep networks

Selective-Stereo: Adaptive Frequency Information Selection for Stereo Matching

Deformable One-shot Face Stylization via DINO Semantic Guidance

CustomListener: Text-guided Responsive Interaction for User-friendly Listening Head Generation

NRDF: Neural Riemannian Distance Fields for Learning Articulated Pose Priors

Why Not Use Your Textbook? Knowledge-Enhanced Procedure Planning of Instructional Videos

HUNTER: Unsupervised Human-centric 3D Detection via Transferring Knowledge from Synthetic Instances to Real Scenes

Learning Group Activity Features Through Person Attribute Prediction

Interactive Continual Learning: Fast and Slow Thinking

NRDF: Neural Riemannian Distance Fields for Learning Articulated Pose Priors

Why Not Use Your Textbook? Knowledge-Enhanced Procedure Planning of Instructional Videos

HUNTER: Unsupervised Human-centric 3D Detection via Transferring Knowledge from Synthetic Instances to Real Scenes

Learning Group Activity Features Through Person Attribute Prediction

Interactive Continual Learning: Fast and Slow Thinking

Hierarchical Diffusion Policy for Kinematics-Aware Multi-Task Robotic Manipulation

DART: Implicit Doppler Tomography for Radar Novel View Synthesis

MeaCap: Memory-Augmented Zero-shot Image Captioning

HMD-Poser: On-Device Real-time Human Motion Tracking from Scalable Sparse Observations

Continual Segmentation with Disentangled Objectness Learning and Class Recognition

HDRFlow: Real-Time HDR Video Reconstruction with Large Motions

LEAD: Learning Decomposition for Source-free Universal Domain Adaptation

F$^3$Loc: Fusion and Filtering for Floorplan Localization

Enhancing Vision-Language Pre-training with Rich Supervisions

Efficient LoFTR: Semi-Dense Local Feature Matching with Sparse-Like Speed

Discriminative Sample-Guided and Parameter-Efficient Feature Space Adaptation for Cross-Domain Few-Shot Learning

Learning to Remove Wrinkled Transparent Film with Polarized Prior

LORS: Low-rank Residual Structure for Parameter-Efficient Network Stacking

Active Generalized Category Discovery

MAP: MAsk-Pruning for Source-Free Model Intellectual Property Protection

A Study of Dropout-Induced Modality Bias on Robustness to Missing Video Frames for Audio-Visual Speech Recognition

Seamless Human Motion Composition with Blended Positional Encodings

DiffusionLight: Light Probes for Free by Painting a Chrome Ball

SplattingAvatar: Realistic Real-Time Human Avatars with Mesh-Embedded Gaussian Splatting

Split to Merge: Unifying Separated Modalities for Unsupervised Domain Adaptation

Real-Time Simulated Avatar from Head-Mounted Sensors

DiaLoc: An Iterative Approach to Embodied Dialog Localization

FaceChain-SuDe: Building Derived Class to Inherit Category Attributes for One-shot Subject-Driven Generation

EarthLoc: Astronaut Photography Localization by Indexing Earth from Space

CAM Back Again: Large Kernel CNNs from a Weakly Supervised Object Localization Perspective

Distributionally Generative Augmentation for Fair Facial Attribute Classification

Exploiting Style Latent Flows for Generalizing Deepfake Detection Video Detection

MoST: Motion Style Transformer between Diverse Action Contents

Coherent Temporal Synthesis for Incremental Action Segmentation

Is Vanilla MLP in Neural Radiance Field Enough for Few-shot View Synthesis?

LTGC: Long-tail Recognition via Leveraging LLMs-driven Generated Content

PeerAiD: Improving Adversarial Distillation from a Specialized Peer Tutor

SNIFFER: Multimodal Large Language Model for Explainable Out-of-Context Misinformation Detection

Multi-Task Dense Prediction via Mixture of Low-Rank Experts

Beyond Text: Frozen Large Language Models in Visual Signal Comprehension

Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis

Robust Synthetic-to-Real Transfer for Stereo Matching

CuVLER: Enhanced Unsupervised Object Discoveries through Exhaustive Self-Supervised Transformers

Masked AutoDecoder is Effective Multi-Task Vision Generalist

PeLK: Parameter-efficient Large Kernel ConvNets with Peripheral Convolution

Unleashing Network Potentials for Semantic Scene Completion

Open-World Semantic Segmentation Including Class Similarity

ViT-CoMer: Vision Transformer with Convolutional Multi-scale Feature Interaction for Dense Predictions

FSC: Few-point Shape Completion

Frequency Decoupling for Motion Magnification via Multi-Level Isomorphic Architecture

A Bayesian Approach to OOD Robustness in Image Classification

返回目录/back