TDAM: Top-Down Attention Module for Contextually Guided Feature Selection in CNNs Nov 26, 2021 feature selection Image Classification
Code Code Available 1ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image Classification Nov 25, 2021 image-classification Image Classification
Code Code Available 1Domain Prompt Learning for Efficiently Adapting CLIP to Unseen Domains Nov 25, 2021 Domain Generalization image-classification
Code Code Available 1ML-Decoder: Scalable and Versatile Classification Head Nov 25, 2021 Classification Decoder
Code Code Available 1PeCo: Perceptual Codebook for BERT Pre-training of Vision Transformers Nov 24, 2021 Image Classification object-detection
Code Code Available 1Sharpness-aware Quantization for Deep Neural Networks Nov 24, 2021 Image Classification Model Compression
Code Code Available 1Focal and Global Knowledge Distillation for Detectors Nov 23, 2021 image-classification Image Classification
Code Code Available 1AutoDC: Automated data-centric processing Nov 23, 2021 AutoML Data Augmentation
Code Code Available 1Florence: A New Foundation Model for Computer Vision Nov 22, 2021 Action Classification Action Recognition
Code Code Available 1Semi-Supervised Vision Transformers Nov 22, 2021 image-classification Image Classification
Code Code Available 1SSR: An Efficient and Robust Framework for Learning with Unknown Label Noise Nov 22, 2021 Image Classification Learning with noisy labels
Code Code Available 1FedCV: A Federated Learning Framework for Diverse Computer Vision Tasks Nov 22, 2021 Benchmarking Federated Learning
Code Code Available 1Grounded Situation Recognition with Transformers Nov 19, 2021 Decoder Grounded Situation Recognition
Code Code Available 1Swin Transformer V2: Scaling Up Capacity and Resolution Nov 18, 2021 Action Classification image-classification
Code Code Available 1Benchmarking and scaling of deep learning models for land cover image classification Nov 18, 2021 Benchmarking Classification
Code Code Available 1Detecting AutoAttack Perturbations in the Frequency Domain Nov 16, 2021 image-classification Image Classification
Code Code Available 1iBOT: Image BERT Pre-Training with Online Tokenizer Nov 15, 2021 image-classification Image Classification
Code Code Available 1LiT: Zero-Shot Transfer with Locked-image text Tuning Nov 15, 2021 image-classification Image Classification
Code Code Available 1Masked Autoencoders Are Scalable Vision Learners Nov 11, 2021 Decoder Domain Generalization
Code Code Available 1Probabilistic Contrastive Learning for Domain Adaptation Nov 11, 2021 Contrastive Learning Domain Adaptation
Code Code Available 1Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks Nov 10, 2021 image-classification Image Classification
Code Code Available 1FILIP: Fine-grained Interactive Language-Image Pre-Training Nov 9, 2021 image-classification Image Classification
Code Code Available 1Sliced Recursive Transformer Nov 9, 2021 Image Classification
Code Code Available 1Improved Regularization and Robustness for Fine-tuning in Neural Networks Nov 8, 2021 image-classification Image Classification
Code Code Available 1TAGLETS: A System for Automatic Semi-Supervised Learning with Auxiliary Data Nov 8, 2021 image-classification Image Classification
Code Code Available 1FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation Nov 3, 2021 GPU image-classification
Code Code Available 1Arch-Net: Model Distillation for Architecture Agnostic Model Deployment Nov 1, 2021 image-classification Image Classification
Code Code Available 1Multi-Scale High-Resolution Vision Transformer for Semantic Segmentation Nov 1, 2021 image-classification Image Classification
Code Code Available 1When Does Contrastive Learning Preserve Adversarial Robustness from Pretraining to Finetuning? Nov 1, 2021 Adversarial Robustness Contrastive Learning
Code Code Available 1Explaining Latent Representations with a Corpus of Examples Oct 28, 2021 image-classification Image Classification
Code Code Available 1MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning Oct 28, 2021 Deep Learning image-classification
Code Code Available 1Physically Explainable CNN for SAR Image Classification Oct 27, 2021 Classification Explainable Models
Code Code Available 1Towards artificial general intelligence via a multimodal foundation model Oct 27, 2021 Image Classification Reading Comprehension
Code Code Available 1On sensitivity of meta-learning to support data Oct 26, 2021 Few-Shot Image Classification Few-Shot Learning
Code Code Available 1Stable Anderson Acceleration for Deep Learning Oct 26, 2021 Deep Learning image-classification
Code Code Available 1ZerO Initialization: Initializing Neural Networks with only Zeros and Ones Oct 25, 2021 Image Classification
Code Code Available 1Instance-Conditional Knowledge Distillation for Object Detection Oct 25, 2021 Image Classification Knowledge Distillation
Code Code Available 1MisMatch: Calibrated Segmentation via Consistency on Differential Morphological Feature Perturbations with Limited Labels Oct 23, 2021 Decoder image-classification
Code Code Available 1Sinkformers: Transformers with Doubly Stochastic Attention Oct 22, 2021 Image Classification
Code Code Available 1Recurrence along Depth: Deep Convolutional Neural Networks with Recurrent Layer Aggregation Oct 22, 2021 image-classification Image Classification
Code Code Available 1A Simple Baseline for Low-Budget Active Learning Oct 22, 2021 Active Learning image-classification
Code Code Available 1Grafting Transformer on Automatically Designed Convolutional Neural Network for Hyperspectral Image Classification Oct 21, 2021 Classification Hyperspectral Image Classification
Code Code Available 1Learning Partial Equivariances from Data Oct 19, 2021 Image Classification Rotated MNIST
Code Code Available 1Training Deep Neural Networks with Adaptive Momentum Inspired by the Quadratic Optimization Oct 18, 2021 BIG-bench Machine Learning image-classification
Code Code Available 1HRFormer: High-Resolution Transformer for Dense Prediction Oct 18, 2021 Image Classification Multi-Person Pose Estimation
Code Code Available 1Adversarial Attacks on ML Defense Models Competition Oct 15, 2021 Adversarial Attack Adversarial Robustness
Code Code Available 1FlexConv: Continuous Kernel Convolutions with Differentiable Kernel Sizes Oct 15, 2021 Descriptive Image Classification
Code Code Available 1Reliable Deep Learning Plant Leaf Disease Classification Based on Light-Chroma Separated Branches Oct 14, 2021 Image Classification
Code Code Available 1Self-Supervised Learning by Estimating Twin Class Distributions Oct 14, 2021 Fine-Grained Image Classification Image Classification
Code Code Available 1FocusNet: Classifying Better by Focusing on Confusing Classes Oct 14, 2021 Classification image-classification
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