Spatially Consistent Representation Learning Mar 10, 2021 Contrastive Learning image-classification
Code Code Available 1MixMo: Mixing Multiple Inputs for Multiple Outputs via Deep Subnetworks Mar 10, 2021 image-classification Image Classification
Code Code Available 1Multimodal Representation Learning via Maximization of Local Mutual Information Mar 8, 2021 image-classification Image Classification
Code Code Available 1Split Computing and Early Exiting for Deep Learning Applications: Survey and Research Challenges Mar 8, 2021 Autonomous Vehicles image-classification
Code Code Available 1Student-Teacher Feature Pyramid Matching for Anomaly Detection Mar 7, 2021 Anomaly Detection image-classification
Code Code Available 1Spectral Tensor Train Parameterization of Deep Learning Layers Mar 7, 2021 Deep Learning image-classification
Code Code Available 1TransBTS: Multimodal Brain Tumor Segmentation Using Transformer Mar 7, 2021 Brain Tumor Segmentation Decoder
Code Code Available 1VIPriors 1: Visual Inductive Priors for Data-Efficient Deep Learning Challenges Mar 5, 2021 Action Recognition Data Augmentation
Code Code Available 1Perceiver: General Perception with Iterative Attention Mar 4, 2021 3D Point Cloud Classification Audio Classification
Code Code Available 1Barlow Twins: Self-Supervised Learning via Redundancy Reduction Mar 4, 2021 General Classification Image Classification
Code Code Available 1Augmentation Strategies for Learning with Noisy Labels Mar 3, 2021 Image Classification Learning with noisy labels
Code Code Available 1Moroccan Dialect -Darija- Open Dataset Feb 28, 2021 image-classification Image Classification
Code Code Available 1PRISM: A Rich Class of Parameterized Submodular Information Measures for Guided Subset Selection Feb 27, 2021 Image Classification
Code Code Available 1Transformer in Transformer Feb 27, 2021 Fine-Grained Image Classification Image Classification
Code Code Available 1GaNDLF: A Generally Nuanced Deep Learning Framework for Scalable End-to-End Clinical Workflows in Medical Imaging Feb 26, 2021 Brain Segmentation Data Augmentation
Code Code Available 1Do Input Gradients Highlight Discriminative Features? Feb 25, 2021 image-classification Image Classification
Code Code Available 1Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Feb 24, 2021 image-classification Image Classification
Code Code Available 1FINE Samples for Learning with Noisy Labels Feb 23, 2021 General Classification Image Classification
Code Code Available 1MetaDelta: A Meta-Learning System for Few-shot Image Classification Feb 22, 2021 Classification Decoder
Code Code Available 1Conditional Positional Encodings for Vision Transformers Feb 22, 2021 AutoML Classification
Code Code Available 1Evolving Attention with Residual Convolutions Feb 20, 2021 image-classification Image Classification
Code Code Available 1Hard-Attention for Scalable Image Classification Feb 20, 2021 Classification Deep Attention
Code Code Available 1Adaptive Rational Activations to Boost Deep Reinforcement Learning Feb 18, 2021 Atari Games Deep Reinforcement Learning
Code Code Available 1Unbiased Teacher for Semi-Supervised Object Detection Feb 18, 2021 image-classification Image Classification
Code Code Available 1Firefly Neural Architecture Descent: a General Approach for Growing Neural Networks Feb 17, 2021 Continual Learning image-classification
Code Code Available 1Instance Localization for Self-supervised Detection Pretraining Feb 16, 2021 Classification General Classification
Code Code Available 1GradInit: Learning to Initialize Neural Networks for Stable and Efficient Training Feb 16, 2021 Image Classification Language Modeling
Code Code Available 1AlphaNet: Improved Training of Supernets with Alpha-Divergence Feb 16, 2021 Image Classification Neural Architecture Search
Code Code Available 1DEUP: Direct Epistemic Uncertainty Prediction Feb 16, 2021 Active Learning image-classification
Code Code Available 1Cross-modal Adversarial Reprogramming Feb 15, 2021 Classification General Classification
Code Code Available 1Momentum Residual Neural Networks Feb 15, 2021 Image Classification
Code Code Available 1OntoZSL: Ontology-enhanced Zero-shot Learning Feb 15, 2021 image-classification Image Classification
Code Code Available 1Bayesian Neural Network Priors Revisited Feb 12, 2021 image-classification Image Classification
Code Code Available 1Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regularized Fine-Tuning Feb 12, 2021 Contrastive Learning image-classification
Code Code Available 1High-Performance Large-Scale Image Recognition Without Normalization Feb 11, 2021 image-classification Image Classification
Code Code Available 1BRECQ: Pushing the Limit of Post-Training Quantization by Block Reconstruction Feb 10, 2021 image-classification Image Classification
Code Code Available 1Clusterability as an Alternative to Anchor Points When Learning with Noisy Labels Feb 10, 2021 Image Classification Image Classification with Human Noise
Code Code Available 1Training Vision Transformers for Image Retrieval Feb 10, 2021 image-classification Image Classification
Code Code Available 1Negative Data Augmentation Feb 9, 2021 Action Recognition Anomaly Detection
Code Code Available 1DetCo: Unsupervised Contrastive Learning for Object Detection Feb 9, 2021 Contrastive Learning image-classification
Code Code Available 1Transfer learning based few-shot classification using optimal transport mapping from preprocessed latent space of backbone neural network Feb 9, 2021 Few-Shot Image Classification Few-Shot Learning
Code Code Available 1Open-World Semi-Supervised Learning Feb 6, 2021 image-classification Image Classification
Code Code Available 1Sill-Net: Feature Augmentation with Separated Illumination Representation Feb 6, 2021 Few-Shot Image Classification Image Classification
Code Code Available 1DetectorGuard: Provably Securing Object Detectors against Localized Patch Hiding Attacks Feb 5, 2021 image-classification Image Classification
Code Code Available 1Mask Guided Attention For Fine-Grained Patchy Image Classification Feb 4, 2021 Classification General Classification
Code Code Available 1Do We Actually Need Dense Over-Parameterization? In-Time Over-Parameterization in Sparse Training Feb 4, 2021 Image Classification Sparse Learning
Code Code Available 1Fixed-point Quantization of Convolutional Neural Networks for Quantized Inference on Embedded Platforms Feb 3, 2021 image-classification Image Classification
Code Code Available 1Generative Adversarial Minority Oversampling for Spectral-Spatial Hyperspectral Image Classification Feb 1, 2021 Classification General Classification
Code Code Available 1PyTorch-Hebbian: facilitating local learning in a deep learning framework Jan 31, 2021 Deep Learning image-classification
Code Code Available 1Fine-Grained Visual Classification via Simultaneously Learning of Multi-regional Multi-grained Features Jan 31, 2021 Fine-Grained Image Classification General Classification
Code Code Available 1