Learnable Polyphase Sampling for Shift Invariant and Equivariant Convolutional Networks Oct 14, 2022 image-classification Image Classification
Code Code Available 1SageMix: Saliency-Guided Mixup for Point Clouds Oct 13, 2022 3D Part Segmentation 3D Point Cloud Classification
Code Code Available 1WaveMix-Lite: A Resource-efficient Neural Network for Image Analysis Oct 13, 2022 Efficient Neural Network GPU
Code Code Available 1ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding Oct 12, 2022 document-image-classification Document Image Classification
Code Code Available 1Latency-aware Spatial-wise Dynamic Networks Oct 12, 2022 GPU image-classification
Code Code Available 1Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning Oct 12, 2022 Contrastive Learning cross-modal alignment
Code Code Available 1Token-Label Alignment for Vision Transformers Oct 12, 2022 image-classification Image Classification
Code Code Available 1STSC-SNN: Spatio-Temporal Synaptic Connection with Temporal Convolution and Attention for Spiking Neural Networks Oct 11, 2022 Audio Classification Gesture Recognition
Code Code Available 1OPERA: Omni-Supervised Representation Learning with Hierarchical Supervisions Oct 11, 2022 image-classification Image Classification
Code Code Available 1Understanding the Failure of Batch Normalization for Transformers in NLP Oct 11, 2022 image-classification Image Classification
Code Code Available 1Unsupervised RGB-to-Thermal Domain Adaptation via Multi-Domain Attention Network Oct 9, 2022 Domain Adaptation image-classification
Code Code Available 1Online Training Through Time for Spiking Neural Networks Oct 9, 2022 Event data classification Gesture Recognition
Code Code Available 1Bi-directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification Oct 7, 2022 Classification image-classification
Code Code Available 1SVL-Adapter: Self-Supervised Adapter for Vision-Language Pretrained Models Oct 7, 2022 General Classification image-classification
Code Code Available 1Robustness Certification of Visual Perception Models via Camera Motion Smoothing Oct 4, 2022 image-classification Image Classification
Code Code Available 1MOAT: Alternating Mobile Convolution and Attention Brings Strong Vision Models Oct 4, 2022 Image Classification Instance Segmentation
Code Code Available 1Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning Oct 3, 2022 Clustering Depth Estimation
Code Code Available 1LPT: Long-tailed Prompt Tuning for Image Classification Oct 3, 2022 Classification image-classification
Code Code Available 1Towards a Unified View on Visual Parameter-Efficient Transfer Learning Oct 3, 2022 Action Recognition Image Classification
Code Code Available 1OCD: Learning to Overfit with Conditional Diffusion Models Oct 2, 2022 3D Reconstruction Denoising
Code Code Available 1Two-Stream Transformer for Multi-Label Image Classification Oct 1, 2022 Classification image-classification
Code Code Available 1Learning Hierarchical Image Segmentation For Recognition and By Recognition Oct 1, 2022 Computational Efficiency image-classification
Code Code Available 1Semi-Supervised Single-View 3D Reconstruction via Prototype Shape Priors Sep 30, 2022 3D Reconstruction image-classification
Code Code Available 1An In-depth Study of Stochastic Backpropagation Sep 30, 2022 GPU image-classification
Code Code Available 1TAD: A Large-Scale Benchmark for Traffic Accidents Detection from Video Surveillance Sep 26, 2022 image-classification Image Classification
Code Code Available 1Capsule Network based Contrastive Learning of Unsupervised Visual Representations Sep 22, 2022 Contrastive Learning image-classification
Code Code Available 1Dynamic Graph Message Passing Networks for Visual Recognition Sep 20, 2022 image-classification Image Classification
Code Code Available 1CoV-TI-Net: Transferred Initialization with Modified End Layer for COVID-19 Diagnosis Sep 20, 2022 COVID-19 Diagnosis image-classification
Code Code Available 1Visual Recognition with Deep Nearest Centroids Sep 15, 2022 Decision Making image-classification
Code Code Available 1Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image Classification Sep 14, 2022 Binary Classification Classification
Code Code Available 1PSAQ-ViT V2: Towards Accurate and General Data-Free Quantization for Vision Transformers Sep 13, 2022 Data Free Quantization image-classification
Code Code Available 1DeepNoise: Signal and Noise Disentanglement based on Classifying Fluorescent Microscopy Images via Deep Learning Sep 13, 2022 Disentanglement Drug Discovery
Code Code Available 1Communication-Efficient and Privacy-Preserving Feature-based Federated Transfer Learning Sep 12, 2022 Federated Learning image-classification
Code Code Available 1DUET: A Tuning-Free Device-Cloud Collaborative Parameters Generation Framework for Efficient Device Model Generalization Sep 12, 2022 Device-Cloud Collaboration Domain Adaptation
Code Code Available 1Data Feedback Loops: Model-driven Amplification of Dataset Biases Sep 8, 2022 image-classification Image Classification
Code Code Available 1An Enhanced Scheme for Reducing the Complexity of Pointwise Convolutions in CNNs for Image Classification Based on Interleaved Grouped Filters without Divisibility Constraints Sep 8, 2022 image-classification Image Classification
Code Code Available 1Instance-Dependent Noisy Label Learning via Graphical Modelling Sep 2, 2022 Image Classification Learning with noisy labels
Code Code Available 1SAFE: Sensitivity-Aware Features for Out-of-Distribution Object Detection Aug 29, 2022 Image Classification Object
Code Code Available 1Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study Aug 29, 2022 Classification image-classification
Code Code Available 1Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from A Conditional Causal Perspective Aug 26, 2022 Few-Shot Learning Few-Shot Object Detection
Code Code Available 1Supervised Dimensionality Reduction and Image Classification Utilizing Convolutional Autoencoders Aug 25, 2022 Deep Learning Dimensionality Reduction
Code Code Available 1Net2Brain: A Toolbox to compare artificial vision models with human brain responses Aug 20, 2022 Action Recognition Depth Estimation
Code Code Available 1Your ViT is Secretly a Hybrid Discriminative-Generative Diffusion Model Aug 16, 2022 Denoising Image Classification
Code Code Available 1Shuffle Instances-based Vision Transformer for Pancreatic Cancer ROSE Image Classification Aug 14, 2022 image-classification Image Classification
Code Code Available 1MixSKD: Self-Knowledge Distillation from Mixup for Image Recognition Aug 11, 2022 Data Augmentation image-classification
Code Code Available 1Patching open-vocabulary models by interpolating weights Aug 10, 2022 image-classification Image Classification
Code Code Available 1PatchDropout: Economizing Vision Transformers Using Patch Dropout Aug 10, 2022 image-classification Image Classification
Code Code Available 1Almost-Orthogonal Layers for Efficient General-Purpose Lipschitz Networks Aug 5, 2022 image-classification Image Classification
Code Code Available 1Semi-Supervised Hyperspectral Image Classification Using a Probabilistic Pseudo-Label Generation Framework Aug 5, 2022 Hyperspectral Image Classification image-classification
Code Code Available 1Semantic Interleaving Global Channel Attention for Multilabel Remote Sensing Image Classification Aug 4, 2022 Graph Neural Network image-classification
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