The Large Labelled Logo Dataset (L3D): A Multipurpose and Hand-Labelled Continuously Growing Dataset Dec 10, 2021 Classification Image Classification
Code Code Available 1Tradeoffs Between Contrastive and Supervised Learning: An Empirical Study Dec 10, 2021 Contrastive Learning image-classification
— Unverified 0Boosting Active Learning via Improving Test Performance Dec 10, 2021 Active Learning Electron Tomography
Code Code Available 1Visual Transformers with Primal Object Queries for Multi-Label Image Classification Dec 10, 2021 Decoder image-classification
Code Code Available 1Couplformer:Rethinking Vision Transformer with Coupling Attention Map Dec 10, 2021 image-classification Image Classification
Code Code Available 0Global Attention Mechanism: Retain Information to Enhance Channel-Spatial Interactions Dec 10, 2021 image-classification Image Classification
Code Code Available 0Obtaining Calibrated Probabilities with Personalized Ranking Models Dec 9, 2021 image-classification Image Classification
Code Code Available 1Guardian of the Ensembles: Introducing Pairwise Adversarially Robust Loss for Resisting Adversarial Attacks in DNN Ensembles Dec 9, 2021 Diversity Image Classification
Code Code Available 0Locally Shifted Attention With Early Global Integration Dec 9, 2021 image-classification Image Classification
Code Code Available 1Amicable Aid: Perturbing Images to Improve Classification Performance Dec 9, 2021 Adversarial Attack Classification
— Unverified 0PE-former: Pose Estimation Transformer Dec 9, 2021 Decoder image-classification
Code Code Available 1Knowledge Distillation for Object Detection via Rank Mimicking and Prediction-guided Feature Imitation Dec 9, 2021 image-classification Image Classification
— Unverified 0Pareto Domain Adaptation Dec 8, 2021 Domain Adaptation image-classification
Code Code Available 0Boosting Deep Ensemble Performance with Hierarchical Pruning Dec 7, 2021 Decision Making Diversity
Code Code Available 0Few-Shot Image Classification Along Sparse Graphs Dec 7, 2021 Classification Few-Shot Image Classification
— Unverified 0A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images Dec 7, 2021 image-classification Image Classification
Code Code Available 1Dilated convolution with learnable spacings Dec 7, 2021 Image Classification Object Detection
Code Code Available 1Augment & Valuate : A Data Enhancement Pipeline for Data-Centric AI Dec 7, 2021 BIG-bench Machine Learning Data Valuation
— Unverified 0Extrapolation Frameworks in Cognitive Psychology Suitable for Study of Image Classification Models Dec 6, 2021 Deep Learning image-classification
— Unverified 0Curriculum Meta-Learning for Few-shot Classification Dec 6, 2021 Classification Few-Shot Image Classification
Code Code Available 0Manas: Mining Software Repositories to Assist AutoML Dec 6, 2021 AutoML GPU
Code Code Available 0Two Wrongs Don't Make a Right: Combating Confirmation Bias in Learning with Label Noise Dec 6, 2021 Image Classification
— Unverified 0ML Attack Models: Adversarial Attacks and Data Poisoning Attacks Dec 6, 2021 Adversarial Attack Data Poisoning
— Unverified 0Test-Time Detection of Backdoor Triggers for Poisoned Deep Neural Networks Dec 6, 2021 Backdoor Attack image-classification
— Unverified 0Finding Deviated Behaviors of the Compressed DNN Models for Image Classifications Dec 6, 2021 image-classification Image Classification
Code Code Available 0Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey Dec 6, 2021 Domain Adaptation Domain Generalization
— Unverified 0SelectAugment: Hierarchical Deterministic Sample Selection for Data Augmentation Dec 6, 2021 Data Augmentation Fine-Grained Image Recognition
— Unverified 0Scaling Up Influence Functions Dec 6, 2021 image-classification Image Classification
Code Code Available 1A Survey of Deep Learning for Low-Shot Object Detection Dec 6, 2021 Deep Learning Few-Shot Learning
— Unverified 0Interpretable Image Classification with Differentiable Prototypes Assignment Dec 6, 2021 Classification image-classification
Code Code Available 1Hard Sample Aware Noise Robust Learning for Histopathology Image Classification Dec 5, 2021 Classification image-classification
Code Code Available 1Ablation study of self-supervised learning for image classification Dec 4, 2021 Classification image-classification
Code Code Available 0Novel Class Discovery in Semantic Segmentation Dec 3, 2021 image-classification Image Classification
Code Code Available 1Make A Long Image Short: Adaptive Token Length for Vision Transformers Dec 3, 2021 Action Recognition image-classification
— Unverified 0A Survey: Deep Learning for Hyperspectral Image Classification with Few Labeled Samples Dec 3, 2021 Active Learning Deep Learning
Code Code Available 1Is RobustBench/AutoAttack a suitable Benchmark for Adversarial Robustness? Dec 2, 2021 Adversarial Attack Detection Adversarial Robustness
Code Code Available 1Probabilistic Tracking with Deep Factors Dec 2, 2021 image-classification Image Classification
— Unverified 0A Fast Knowledge Distillation Framework for Visual Recognition Dec 2, 2021 image-classification Image Classification
Code Code Available 1Vision Pair Learning: An Efficient Training Framework for Image Classification Dec 2, 2021 Classification image-classification
— Unverified 0Inferring Prototypes for Multi-Label Few-Shot Image Classification with Word Vector Guided Attention Dec 2, 2021 Descriptive Few-Shot Image Classification
— Unverified 0MViTv2: Improved Multiscale Vision Transformers for Classification and Detection Dec 2, 2021 Action Classification Action Recognition
Code Code Available 1Sample Prior Guided Robust Model Learning to Suppress Noisy Labels Dec 2, 2021 Image Classification Learning with noisy labels
Code Code Available 1FIBA: Frequency-Injection based Backdoor Attack in Medical Image Analysis Dec 2, 2021 Artifact Detection Backdoor Attack
Code Code Available 1Generating and Modifying Natural Language Explanations Dec 1, 2021 image-classification Image Classification
— Unverified 0DFTS2: Simulating Deep Feature Transmission Over Packet Loss Channels Dec 1, 2021 image-classification Image Classification
Code Code Available 0The Majority Can Help The Minority: Context-rich Minority Oversampling for Long-tailed Classification Dec 1, 2021 Image Classification Long-tail Learning
Code Code Available 1Learning from Mistakes based on Class Weighting with Application to Neural Architecture Search Dec 1, 2021 BIG-bench Machine Learning image-classification
— Unverified 0Shallow Network Based on Depthwise Over-Parameterized Convolution for Hyperspectral Image Classification Dec 1, 2021 Computational Efficiency Hyperspectral Image Classification
— Unverified 0Semi-supervised music emotion recognition using noisy student training and harmonic pitch class profiles Dec 1, 2021 Emotion Recognition image-classification
Code Code Available 1CondenseNeXt: An Ultra-Efficient Deep Neural Network for Embedded Systems Dec 1, 2021 Computational Efficiency image-classification
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