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CVPR 2023 论文和开源项目合集(Papers with Code)

CVPR 2023 论文和开源项目合集(papers with code)!

25.78% = 2360 / 9155

CVPR2023 decisions are now available on OpenReview! This year, wereceived a record number of 9155 submissions (a 12% increase over CVPR2022), and accepted 2360 papers, for a 25.78% acceptance rate.

注1:欢迎各位大佬提交issue,分享CVPR 2023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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【CVPR 2023 论文开源目录】

Backbone

Integrally Pre-Trained Transformer Pyramid Networks

Stitchable Neural Networks

Run, Don't Walk: Chasing Higher FLOPS for Faster Neural Networks

BiFormer: Vision Transformer with Bi-Level Routing Attention

DeepMAD: Mathematical Architecture Design for Deep Convolutional Neural Network

CLIP

GALIP: Generative Adversarial CLIPs for Text-to-Image Synthesis

DeltaEdit: Exploring Text-free Training for Text-driven Image Manipulation

MAE

Learning 3D Representations from 2D Pre-trained Models via Image-to-Point Masked Autoencoders

Generic-to-Specific Distillation of Masked Autoencoders

GAN

DeltaEdit: Exploring Text-free Training for Text-driven Image Manipulation

NeRF

NoPe-NeRF: Optimising Neural Radiance Field with No Pose Prior

Latent-NeRF for Shape-Guided Generation of 3D Shapes and Textures

NeRF in the Palm of Your Hand: Corrective Augmentation for Robotics via Novel-View Synthesis

Panoptic Lifting for 3D Scene Understanding with Neural Fields

DETR

DETRs with Hybrid Matching

NAS

PA&DA: Jointly Sampling PAth and DAta for Consistent NAS

Avatars

Structured 3D Features for Reconstructing Relightable and Animatable Avatars

Diffusion Models(扩散模型)

Video Probabilistic Diffusion Models in Projected Latent Space

Solving 3D Inverse Problems using Pre-trained 2D Diffusion Models

Imagic: Text-Based Real Image Editing with Diffusion Models

Parallel Diffusion Models of Operator and Image for Blind Inverse Problems

DiffRF: Rendering-guided 3D Radiance Field Diffusion

MM-Diffusion: Learning Multi-Modal Diffusion Models for Joint Audio and Video Generation

HouseDiffusion: Vector Floorplan Generation via a Diffusion Model with Discrete and Continuous Denoising

TrojDiff: Trojan Attacks on Diffusion Models with Diverse Targets

Back to the Source: Diffusion-Driven Adaptation to Test-Time Corruption

Vision Transformer

Integrally Pre-Trained Transformer Pyramid Networks

Mask3D: Pre-training 2D Vision Transformers by Learning Masked 3D Priors

Learning Trajectory-Aware Transformer for Video Super-Resolution

Vision Transformers are Parameter-Efficient Audio-Visual Learners

Where We Are and What We're Looking At: Query Based Worldwide Image Geo-localization Using Hierarchies and Scenes

DSVT: Dynamic Sparse Voxel Transformer with Rotated Sets

DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting

BiFormer: Vision Transformer with Bi-Level Routing Attention

视觉和语言(Vision-Language)

GIVL: Improving Geographical Inclusivity of Vision-Language Models with Pre-Training Methods

Teaching Structured Vision&Language Concepts to Vision&Language Models

Uni-Perceiver v2: A Generalist Model for Large-Scale Vision and Vision-Language Tasks

Towards Generalisable Video Moment Retrieval: Visual-Dynamic Injection to Image-Text Pre-Training

CapDet: Unifying Dense Captioning and Open-World Detection Pretraining

FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks

Meta-Explore: Exploratory Hierarchical Vision-and-Language Navigation Using Scene Object Spectrum Grounding

All in One: Exploring Unified Video-Language Pre-training

Position-guided Text Prompt for Vision Language Pre-training

EDA: Explicit Text-Decoupling and Dense Alignment for 3D Visual Grounding

CapDet: Unifying Dense Captioning and Open-World Detection Pretraining

FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks

目标检测(Object Detection)

YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

DETRs with Hybrid Matching

Enhanced Training of Query-Based Object Detection via Selective Query Recollection

Object-Aware Distillation Pyramid for Open-Vocabulary Object Detection

目标跟踪(Object Tracking)

Simple Cues Lead to a Strong Multi-Object Tracker

语义分割(Semantic Segmentation)

Efficient Semantic Segmentation by Altering Resolutions for Compressed Videos

医学图像分割(Medical Image Segmentation)

Label-Free Liver Tumor Segmentation

参考图像分割(Referring Image Segmentation )

PolyFormer: Referring Image Segmentation as Sequential Polygon Generation

3D点云(3D-Point-Cloud)

Physical-World Optical Adversarial Attacks on 3D Face Recognition

3D目标检测(3D Object Detection)

DSVT: Dynamic Sparse Voxel Transformer with Rotated Sets

3D语义场景补全(3D Semantic Scene Completion)

超分辨率(Video Super-Resolution)

Super-Resolution Neural Operator

视频超分辨率

Learning Trajectory-Aware Transformer for Video Super-Resolution

图像生成(Image Generation)

GALIP: Generative Adversarial CLIPs for Text-to-Image Synthesis

MAGE: MAsked Generative Encoder to Unify Representation Learning and Image Synthesis

视频生成(Video Generation)

MM-Diffusion: Learning Multi-Modal Diffusion Models for Joint Audio and Video Generation

视频理解(Video Understanding)

Learning Transferable Spatiotemporal Representations from Natural Script Knowledge

文本检测(Text Detection)

DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting

知识蒸馏(Knowledge Distillation)

Learning to Retain while Acquiring: Combating Distribution-Shift in Adversarial Data-Free Knowledge Distillation

Generic-to-Specific Distillation of Masked Autoencoders

模型剪枝(Model Pruning)

DepGraph: Towards Any Structural Pruning

图像压缩(Image Compression)

Context-Based Trit-Plane Coding for Progressive Image Compression

异常检测(Anomaly Detection)

Deep Feature In-painting for Unsupervised Anomaly Detection in X-ray Images

三维重建(3D Reconstruction)

OReX: Object Reconstruction from Planar Cross-sections Using Neural Fields

SparsePose: Sparse-View Camera Pose Regression and Refinement

NeuDA: Neural Deformable Anchor for High-Fidelity Implicit Surface Reconstruction

Vid2Avatar: 3D Avatar Reconstruction from Videos in the Wild via Self-supervised Scene Decomposition

To fit or not to fit: Model-based Face Reconstruction and Occlusion Segmentation from Weak Supervision

Structural Multiplane Image: Bridging Neural View Synthesis and 3D Reconstruction

3D Cinemagraphy from a Single Image

Revisiting Rotation Averaging: Uncertainties and Robust Losses

深度估计(Depth Estimation)

Lite-Mono: A Lightweight CNN and Transformer Architecture for Self-Supervised Monocular Depth Estimation

轨迹预测(Trajectory Prediction)

IPCC-TP: Utilizing Incremental Pearson Correlation Coefficient for Joint Multi-Agent Trajectory Prediction

图像描述(Image Captioning)

ConZIC: Controllable Zero-shot Image Captioning by Sampling-Based Polishing

视觉问答(Visual Question Answering)

MixPHM: Redundancy-Aware Parameter-Efficient Tuning for Low-Resource Visual Question Answering

手语识别(Sign Language Recognition)

Continuous Sign Language Recognition with Correlation Network

Paper: https://arxiv.org/abs/2303.03202

Code: https://github.com/hulianyuyy/CorrNet

视频预测(Video Prediction)

MOSO: Decomposing MOtion, Scene and Object for Video Prediction

新视点合成(Novel View Synthesis)

3D Video Loops from Asynchronous Input

数据集(Datasets)

Human-Art: A Versatile Human-Centric Dataset Bridging Natural and Artificial Scenes

其他(Others)

Interactive Segmentation as Gaussian Process Classification

Backdoor Attacks Against Deep Image Compression via Adaptive Frequency Trigger

SplineCam: Exact Visualization and Characterization of Deep Network Geometry and Decision Boundaries

SCOTCH and SODA: A Transformer Video Shadow Detection Framework

DeepMapping2: Self-Supervised Large-Scale LiDAR Map Optimization

RelightableHands: Efficient Neural Relighting of Articulated Hand Models

Token Turing Machines

Single Image Backdoor Inversion via Robust Smoothed Classifiers

To fit or not to fit: Model-based Face Reconstruction and Occlusion Segmentation from Weak Supervision

HOOD: Hierarchical Graphs for Generalized Modelling of Clothing Dynamics

A Whac-A-Mole Dilemma: Shortcuts Come in Multiples Where Mitigating One Amplifies Others

RelightableHands: Efficient Neural Relighting of Articulated Hand Models

Neuro-Modulated Hebbian Learning for Fully Test-Time Adaptation

Demystifying Causal Features on Adversarial Examples and Causal Inoculation for Robust Network by Adversarial Instrumental Variable Regression

UniDexGrasp: Universal Robotic Dexterous Grasping via Learning Diverse Proposal Generation and Goal-Conditioned Policy

Disentangling Orthogonal Planes for Indoor Panoramic Room Layout Estimation with Cross-Scale Distortion Awareness

Learning Neural Parametric Head Models

A Meta-Learning Approach to Predicting Performance and Data Requirements

MACARONS: Mapping And Coverage Anticipation with RGB Online Self-Supervision

Masked Images Are Counterfactual Samples for Robust Fine-tuning

HairStep: Transfer Synthetic to Real Using Strand and Depth Maps for Single-View 3D Hair Modeling

Decompose, Adjust, Compose: Effective Normalization by Playing with Frequency for Domain Generalization

Gradient Norm Aware Minimization Seeks First-Order Flatness and Improves Generalization

Unlearnable Clusters: Towards Label-agnostic Unlearnable Examples

Where We Are and What We're Looking At: Query Based Worldwide Image Geo-localization Using Hierarchies and Scenes

UniHCP: A Unified Model for Human-Centric Perceptions

CUDA: Convolution-based Unlearnable Datasets

Masked Images Are Counterfactual Samples for Robust Fine-tuning

AdaptiveMix: Robust Feature Representation via Shrinking Feature Space

Physical-World Optical Adversarial Attacks on 3D Face Recognition

DPE: Disentanglement of Pose and Expression for General Video Portrait Editing

SadTalker: Learning Realistic 3D Motion Coefficients for Stylized Audio-Driven Single Image Talking Face Animation

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