MogaNet: Multi-order Gated Aggregation Network Nov 7, 2022 3D Human Pose Estimation Image Classification
Code Code Available 2WITT: A Wireless Image Transmission Transformer for Semantic Communications Nov 2, 2022 image-classification Image Classification
Code Code Available 2CroCo: Self-Supervised Pre-training for 3D Vision Tasks by Cross-View Completion Oct 19, 2022 Camera Pose Estimation Depth Estimation
Code Code Available 2The Equalization Losses: Gradient-Driven Training for Long-tailed Object Recognition Oct 11, 2022 image-classification Image Classification
Code Code Available 2MobileViTv3: Mobile-Friendly Vision Transformer with Simple and Effective Fusion of Local, Global and Input Features Sep 30, 2022 Image Classification
Code Code Available 2Spikformer: When Spiking Neural Network Meets Transformer Sep 29, 2022 image-classification Image Classification
Code Code Available 2Dilated Neighborhood Attention Transformer Sep 29, 2022 Image Classification Instance Segmentation
Code Code Available 2Generalized Parametric Contrastive Learning Sep 26, 2022 Contrastive Learning Domain Generalization
Code Code Available 2Mega: Moving Average Equipped Gated Attention Sep 21, 2022 Image Classification Inductive Bias
Code Code Available 2HiFuse: Hierarchical Multi-Scale Feature Fusion Network for Medical Image Classification Sep 21, 2022 Classification image-classification
Code Code Available 2Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models Sep 15, 2022 image-classification Image Classification
Code Code Available 2What does a platypus look like? Generating customized prompts for zero-shot image classification Sep 7, 2022 Descriptive image-classification
Code Code Available 2No More Strided Convolutions or Pooling: A New CNN Building Block for Low-Resolution Images and Small Objects Aug 7, 2022 image-classification Image Classification
Code Code Available 2HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions Jul 28, 2022 Image Classification Object Detection
Code Code Available 2ALBench: A Framework for Evaluating Active Learning in Object Detection Jul 27, 2022 Active Learning image-classification
Code Code Available 2Current Trends in Deep Learning for Earth Observation: An Open-source Benchmark Arena for Image Classification Jul 14, 2022 Classification Earth Observation
Code Code Available 2Next-ViT: Next Generation Vision Transformer for Efficient Deployment in Realistic Industrial Scenarios Jul 12, 2022 Image Classification
Code Code Available 2Wave-ViT: Unifying Wavelet and Transformers for Visual Representation Learning Jul 11, 2022 Image Classification Instance Segmentation
Code Code Available 2Shifts 2.0: Extending The Dataset of Real Distributional Shifts Jun 30, 2022 Autonomous Driving image-classification
Code Code Available 2EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications Jun 21, 2022 Image Classification Object Detection
Code Code Available 2Global Context Vision Transformers Jun 20, 2022 image-classification Image Classification
Code Code Available 2Neural Prompt Search Jun 9, 2022 Few-Shot Learning Image Classification
Code Code Available 2Uni-Perceiver-MoE: Learning Sparse Generalist Models with Conditional MoEs Jun 9, 2022 Image Captioning Image Classification
Code Code Available 2MobileOne: An Improved One millisecond Mobile Backbone Jun 8, 2022 Efficient Neural Network Gaze Estimation
Code Code Available 2GIT: A Generative Image-to-text Transformer for Vision and Language May 27, 2022 Decoder Image Captioning
Code Code Available 2Contrastive Learning Rivals Masked Image Modeling in Fine-tuning via Feature Distillation May 27, 2022 Contrastive Learning image-classification
Code Code Available 2Matryoshka Representation Learning May 26, 2022 4k Image Classification
Code Code Available 2Fast Vision Transformers with HiLo Attention May 26, 2022 Benchmarking Efficient ViTs
Code Code Available 2Inception Transformer May 25, 2022 image-classification Image Classification
Code Code Available 2ConvMAE: Masked Convolution Meets Masked Autoencoders May 8, 2022 Computational Efficiency image-classification
Code Code Available 2Masked Generative Distillation May 3, 2022 image-classification Image Classification
Code Code Available 2Deep PCB To COCO Convertor May 1, 2022 Classification Data Augmentation
Code Code Available 2CLIP-Art: Contrastive Pre-training for Fine-Grained Art Classification Apr 29, 2022 Attribute Classification
Code Code Available 2Understanding The Robustness in Vision Transformers Apr 26, 2022 Domain Generalization Image Classification
Code Code Available 2K-LITE: Learning Transferable Visual Models with External Knowledge Apr 20, 2022 Benchmarking Descriptive
Code Code Available 2Neighborhood Attention Transformer Apr 14, 2022 image-classification Image Classification
Code Code Available 2Masked Siamese Networks for Label-Efficient Learning Apr 14, 2022 image-classification Image Classification
Code Code Available 2DaViT: Dual Attention Vision Transformers Apr 7, 2022 Computational Efficiency Image Classification
Code Code Available 2Solving ImageNet: a Unified Scheme for Training any Backbone to Top Results Apr 7, 2022 Image Classification Knowledge Distillation
Code Code Available 2Unified Contrastive Learning in Image-Text-Label Space Apr 7, 2022 Contrastive Learning image-classification
Code Code Available 2Rethinking Visual Geo-localization for Large-Scale Applications Apr 5, 2022 Contrastive Learning geo-localization
Code Code Available 2BatchFormerV2: Exploring Sample Relationships for Dense Representation Learning Apr 4, 2022 image-classification Image Classification
Code Code Available 2MultiMAE: Multi-modal Multi-task Masked Autoencoders Apr 4, 2022 Depth Estimation image-classification
Code Code Available 2Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation Mar 25, 2022 Contrastive Learning image-classification
Code Code Available 2Focal Modulation Networks Mar 22, 2022 image-classification Image Classification
Code Code Available 2Decoupled Knowledge Distillation Mar 16, 2022 image-classification Image Classification
Code Code Available 2Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs Mar 13, 2022 Image Classification
Code Code Available 2QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quantization Mar 11, 2022 image-classification Image Classification
Code Code Available 2Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time Mar 10, 2022 Domain Generalization
Code Code Available 2ParC-Net: Position Aware Circular Convolution with Merits from ConvNets and Transformer Mar 8, 2022 Image Classification object-detection
Code Code Available 2