IncepFormer: Efficient Inception Transformer with Pyramid Pooling for Semantic Segmentation Dec 6, 2022 Image Classification Semantic Segmentation
Code Code Available 1Improving Zero-shot Generalization and Robustness of Multi-modal Models Dec 4, 2022 image-classification Image Classification
Code Code Available 1BEV-LGKD: A Unified LiDAR-Guided Knowledge Distillation Framework for BEV 3D Object Detection Dec 1, 2022 3D Object Detection Autonomous Driving
Code Code Available 1ResFormer: Scaling ViTs with Multi-Resolution Training Dec 1, 2022 Action Recognition image-classification
Code Code Available 1Hyperbolic Contrastive Learning for Visual Representations beyond Objects Dec 1, 2022 Contrastive Learning image-classification
Code Code Available 1Bi-directional Feature Reconstruction Network for Fine-Grained Few-Shot Image Classification Nov 30, 2022 Few-Shot Image Classification Few-Shot Learning
Code Code Available 1AIO-P: Expanding Neural Performance Predictors Beyond Image Classification Nov 30, 2022 2D Human Pose Estimation Classification
Code Code Available 1Curriculum Temperature for Knowledge Distillation Nov 29, 2022 Image Classification Knowledge Distillation
Code Code Available 1RankDNN: Learning to Rank for Few-shot Learning Nov 28, 2022 Few-Shot Learning image-classification
Code Code Available 1Class Adaptive Network Calibration Nov 28, 2022 image-classification Image Classification
Code Code Available 1A Call to Reflect on Evaluation Practices for Failure Detection in Image Classification Nov 28, 2022 Benchmarking image-classification
Code Code Available 1Cross-Domain Ensemble Distillation for Domain Generalization Nov 25, 2022 Domain Generalization image-classification
Code Code Available 1SVFormer: Semi-supervised Video Transformer for Action Recognition Nov 23, 2022 Action Recognition image-classification
Code Code Available 1ActMAD: Activation Matching to Align Distributions for Test-Time-Training Nov 23, 2022 image-classification Image Classification
Code Code Available 1Plug and Play Active Learning for Object Detection Nov 21, 2022 Active Learning Diversity
Code Code Available 1Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification Nov 21, 2022 image-classification Image Classification
Code Code Available 1Contrastive Losses Are Natural Criteria for Unsupervised Video Summarization Nov 18, 2022 Diversity image-classification
Code Code Available 1FedFA: Federated Learning with Feature Anchors to Align Features and Classifiers for Heterogeneous Data Nov 17, 2022 Classifier calibration Federated Learning
Code Code Available 1Towards All-in-one Pre-training via Maximizing Multi-modal Mutual Information Nov 17, 2022 All Image Classification
Code Code Available 1DeepVoxNet2: Yet another CNN framework Nov 17, 2022 image-classification Image Classification
Code Code Available 1Improving the Computer-Aided Estimation of Ulcerative Colitis Severity According to Mayo Endoscopic Score by Using Regression-Based Deep Learning Nov 16, 2022 Classification Image Classification
Code Code Available 1Federated Adaptive Prompt Tuning for Multi-Domain Collaborative Learning Nov 15, 2022 Federated Learning image-classification
Code Code Available 1Fcaformer: Forward Cross Attention in Hybrid Vision Transformer Nov 14, 2022 Image Classification Knowledge Distillation
Code Code Available 1PKCAM: Previous Knowledge Channel Attention Module Nov 14, 2022 image-classification Image Classification
Code Code Available 1Robust Deep Learning for Autonomous Driving Nov 14, 2022 Autonomous Driving Deep Learning
Code Code Available 1Enhancing Few-shot Image Classification with Cosine Transformer Nov 13, 2022 Classification Few-Shot Image Classification
Code Code Available 1Mining Unseen Classes via Regional Objectness: A Simple Baseline for Incremental Segmentation Nov 13, 2022 Class-Incremental Semantic Segmentation Continual Learning
Code Code Available 1Perceptual Video Coding for Machines via Satisfied Machine Ratio Modeling Nov 13, 2022 image-classification Image Classification
Code Code Available 1Far Away in the Deep Space: Dense Nearest-Neighbor-Based Out-of-Distribution Detection Nov 12, 2022 Anomaly Detection Density Estimation
Code Code Available 1PAD-Net: An Efficient Framework for Dynamic Networks Nov 10, 2022 image-classification Image Classification
Code Code Available 1Soft Augmentation for Image Classification Nov 9, 2022 Classification Data Augmentation
Code Code Available 1Untargeted Backdoor Attack against Object Detection Nov 2, 2022 Backdoor Attack image-classification
Code Code Available 1Rethinking and Improving Robustness of Convolutional Neural Networks: a Shapley Value-based Approach in Frequency Domain Nov 1, 2022 Adversarial Attack Adversarial Robustness
Code Code Available 1L-GreCo: Layerwise-Adaptive Gradient Compression for Efficient and Accurate Deep Learning Oct 31, 2022 image-classification Image Classification
Code Code Available 1FatNet: High Resolution Kernels for Classification Using Fully Convolutional Optical Neural Networks Oct 30, 2022 GPU Image Classification
Code Code Available 1One-Class Risk Estimation for One-Class Hyperspectral Image Classification Oct 27, 2022 Classification Deep Learning
Code Code Available 1SWIFT: Rapid Decentralized Federated Learning via Wait-Free Model Communication Oct 25, 2022 Federated Learning image-classification
Code Code Available 1Revisiting Sparse Convolutional Model for Visual Recognition Oct 24, 2022 image-classification Image Classification
Code Code Available 1Drastically Reducing the Number of Trainable Parameters in Deep CNNs by Inter-layer Kernel-sharing Oct 23, 2022 Edge-computing image-classification
Code Code Available 1Diffusion Visual Counterfactual Explanations Oct 21, 2022 counterfactual image-classification
Code Code Available 1Boosting vision transformers for image retrieval Oct 21, 2022 image-classification Image Classification
Code Code Available 1Unsupervised Few-Shot Image Classification by Learning Features into Clustering Space Oct 21, 2022 Classification Clustering
Code Code Available 1Standardized Medical Image Classification across Medical Disciplines Oct 20, 2022 Classification image-classification
Code Code Available 1TTTFlow: Unsupervised Test-Time Training with Normalizing Flow Oct 20, 2022 image-classification Image Classification
Code Code Available 1DGSSC: A Deep Generative Spectral-Spatial Classifier for Imbalanced Hyperspectral Imagery Oct 19, 2022 Data Augmentation Decoder
Code Code Available 1Pareto Manifold Learning: Tackling multiple tasks via ensembles of single-task models Oct 18, 2022 image-classification Image Classification
Code Code Available 1Scaling & Shifting Your Features: A New Baseline for Efficient Model Tuning Oct 17, 2022 image-classification Image Classification
Code Code Available 1Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning Oct 17, 2022 Contrastive Learning image-classification
Code Code Available 12nd Place Solution to Google Universal Image Embedding Oct 17, 2022 Fine-Grained Image Classification image-classification
Code Code Available 1TokenMixup: Efficient Attention-guided Token-level Data Augmentation for Transformers Oct 14, 2022 Data Augmentation image-classification
Code Code Available 1