conftrace_

long-tailed distribution

142 papers

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Co-occurring keywords

class imbalance (555) representation learning (6206) object detection (2762) contrastive learning (4032) image classification (1944) multi-label classification (1009) visual recognition (184) data augmentation (3052) knowledge distillation (3725) semi-supervised learning (2341)

Papers

Refined Semantic Enhancement towards Frequency Diffusion for Video Captioning AAAI 2023
Towards Realistic Long-Tailed Semi-Supervised Learning: Consistency Is All You Need CVPR 2023
Long-Tailed Visual Recognition via Self-Heterogeneous Integration With Knowledge Excavation CVPR 2023
VL-SAT: Visual-Linguistic Semantics Assisted Training for 3D Semantic Scene Graph Prediction in Point Cloud CVPR 2023
DRAUC: An Instance-wise Distributionally Robust AUC Optimization Framework NIPS 2023
Relative Entropic Optimal Transport: a (Prior-aware) Matching Perspective to (Unbalanced) Classification NIPS 2023
Contrastive Learning with Boosted Memorization ICML 2022
Pure Noise to the Rescue of Insufficient Data: Improving Imbalanced Classification by Training on Random Noise Images ICML 2022
Adaptive Hierarchical Representation Learning for Long-Tailed Object Detection CVPR 2022
The Majority Can Help the Minority: Context-Rich Minority Oversampling for Long-Tailed Classification CVPR 2022
Margin Calibration for Long-Tailed Visual Recognition ACML 2022
PPDL: Predicate Probability Distribution Based Loss for Unbiased Scene Graph Generation CVPR 2022
Attention-guided Contrastive Hashing for Long-tailed Image Retrieval IJCAI 2022
Memory-Based Jitter: Improving Visual Recognition on Long-Tailed Data with Diversity in Memory AAAI 2022
Long-Tailed Visual Recognition via Gaussian Clouded Logit Adjustment CVPR 2022
Open-Sampling: Exploring Out-of-Distribution data for Re-balancing Long-tailed datasets ICML 2022
Cannot See the Forest for the Trees: Aggregating Multiple Viewpoints To Better Classify Objects in Videos CVPR 2022
Equalized Focal Loss for Dense Long-Tailed Object Detection CVPR 2022
LUNA: Localizing Unfamiliarity Near Acquaintance for Open-Set Long-Tailed Recognition AAAI 2022
Balanced Contrastive Learning for Long-Tailed Visual Recognition CVPR 2022
Adaptive Logit Adjustment Loss for Long-Tailed Visual Recognition AAAI 2022
Resistance Training Using Prior Bias: Toward Unbiased Scene Graph Generation AAAI 2022
How unfair is private learning? UAI 2022
Federated Learning on Heterogeneous and Long-Tailed Data via Classifier Re-Training with Federated Features IJCAI 2022
Nested Collaborative Learning for Long-Tailed Visual Recognition CVPR 2022