{"total":106,"rows":[{"id":"2110.04596","title":"Deep Long-Tailed Learning: A Survey","created":"2021-10-09","cited_by_count":417,"area":null},{"id":"2102.04906","title":"Dynamic Neural Networks: A Survey","created":"2021-02-09","cited_by_count":408,"area":null},{"id":"2501.17148","title":"AxBench: Steering LLMs? Even Simple Baselines Outperform Sparse Autoencoders","created":"2025-01-28","cited_by_count":218,"area":"mechinterp"},{"id":"2101.06395","title":"Free Lunch for Few-shot Learning: Distribution Calibration","created":"2021-01-16","cited_by_count":165,"area":null},{"id":"2202.03958","title":"Uncertainty Modeling for Out-of-Distribution Generalization","created":"2022-02-08","cited_by_count":125,"area":null},{"id":"2112.00412","title":"The Majority Can Help The Minority: Context-rich Minority Oversampling for Long-tailed Classification","created":"2021-12-01","cited_by_count":100,"area":null},{"id":"2103.12579","title":"MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition","created":"2021-03-23","cited_by_count":99,"area":null},{"id":"2204.11257","title":"Source-Free Domain Adaptation via Distribution Estimation","created":"2022-04-24","cited_by_count":97,"area":null},{"id":"2105.03245","title":"Adaptive Focus for Efficient Video Recognition","created":"2021-05-07","cited_by_count":77,"area":null},{"id":"2102.12867","title":"FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation","created":"2021-02-25","cited_by_count":76,"area":null},{"id":"2101.10832","title":"Revisiting Locally Supervised Learning: an Alternative to End-to-end Training","created":"2021-01-26","cited_by_count":71,"area":null},{"id":"2103.12562","title":"Transferable Semantic Augmentation for Domain Adaptation","created":"2021-03-23","cited_by_count":56,"area":null},{"id":"2205.15236","title":"RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression","created":"2022-05-30","cited_by_count":52,"area":null},{"id":"2212.01026","title":"Spectral Feature Augmentation for Graph Contrastive Learning and Beyond","created":"2022-12-02","cited_by_count":49,"area":null},{"id":"2211.09703","title":"EfficientTrain: Exploring Generalized Curriculum Learning for Training Visual Backbones","created":"2022-11-17","cited_by_count":43,"area":null},{"id":"2201.03014","title":"Glance and Focus Networks for Dynamic Visual Recognition","created":"2022-01-09","cited_by_count":41,"area":null},{"id":"2206.04726","title":"COSTA: Covariance-Preserving Feature Augmentation for Graph Contrastive Learning","created":"2022-06-09","cited_by_count":39,"area":null},{"id":"2101.01761","title":"AutoDropout: Learning Dropout Patterns to Regularize Deep Networks","created":"2021-01-05","cited_by_count":35,"area":null},{"id":"2404.10193","title":"Consistency and Uncertainty: Identifying Unreliable Responses From Black-Box Vision-Language Models for Selective Visual Question Answering","created":"2024-04-16","cited_by_count":32,"area":"mllm"},{"id":"2302.12828","title":"SplineCam: Exact Visualization and Characterization of Deep Network Geometry and Decision Boundaries","created":"2023-02-24","cited_by_count":31,"area":null},{"id":"2408.00483","title":"A Systematic Review on Long-Tailed Learning","created":"2024-08-01","cited_by_count":28,"area":null},{"id":"2108.09093","title":"Towards Understanding the Generative Capability of Adversarially Robust Classifiers","created":"2021-08-20","cited_by_count":26,"area":null},{"id":"2112.07928","title":"Imagine by Reasoning: A Reasoning-Based Implicit Semantic Data Augmentation for Long-Tailed Classification","created":"2021-12-15","cited_by_count":24,"area":null},{"id":"2206.04310","title":"GSmooth: Certified Robustness against Semantic Transformations via Generalized Randomized Smoothing","created":"2022-06-09","cited_by_count":23,"area":null},{"id":"2312.10741","title":"StyleSinger: Style Transfer for Out-of-Domain Singing Voice Synthesis","created":"2023-12-17","cited_by_count":21,"area":null},{"id":"2403.10834","title":"SF(DA)$^2$: Source-free Domain Adaptation Through the Lens of Data Augmentation","created":"2024-03-16","cited_by_count":19,"area":null},{"id":"2209.13465","title":"AdaFocusV3: On Unified Spatial-temporal Dynamic Video Recognition","created":"2022-09-27","cited_by_count":18,"area":null},{"id":"2211.10763","title":"PIDray: A Large-scale X-ray Benchmark for Real-World Prohibited Item Detection","created":"2022-11-19","cited_by_count":17,"area":null},{"id":"2309.00399","title":"Fine-grained Recognition with Learnable Semantic Data Augmentation","created":"2023-09-01","cited_by_count":17,"area":null},{"id":"2202.09059","title":"Towards better understanding and better generalization of few-shot classification in histology images with contrastive learning","created":"2022-02-18","cited_by_count":16,"area":null},{"id":"2208.14143","title":"FAKD: Feature Augmented Knowledge Distillation for Semantic Segmentation","created":"2022-08-30","cited_by_count":14,"area":"distill"},{"id":"2109.01359","title":"CAM-loss: Towards Learning Spatially Discriminative Feature Representations","created":"2021-09-03","cited_by_count":13,"area":null},{"id":"2111.04901","title":"Label-Aware Distribution Calibration for Long-tailed Classification","created":"2021-11-09","cited_by_count":13,"area":null},{"id":"2208.11499","title":"Semi-supervised Semantic Segmentation with Mutual Knowledge Distillation","created":"2022-08-24","cited_by_count":12,"area":"distill"},{"id":"2210.05398","title":"Continual Learning by Modeling Intra-Class Variation","created":"2022-10-11","cited_by_count":12,"area":null},{"id":"2207.10150","title":"Tackling Long-Tailed Category Distribution Under Domain Shifts","created":"2022-07-20","cited_by_count":10,"area":null},{"id":"2502.08960","title":"A Comprehensive Survey on Imbalanced Data Learning","created":"2025-02-13","cited_by_count":10,"area":null},{"id":"2211.13655","title":"Learning with Partial Labels from Semi-supervised Perspective","created":"2022-11-24","cited_by_count":9,"area":null},{"id":"2307.12502","title":"Cross Contrasting Feature Perturbation for Domain Generalization","created":"2023-07-24","cited_by_count":9,"area":null},{"id":"2309.07186","title":"LCReg: Long-Tailed Image Classification with Latent Categories based Recognition","created":"2023-09-13","cited_by_count":9,"area":null},{"id":"2412.11228","title":"Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition","created":"2024-12-15","cited_by_count":9,"area":null},{"id":"2110.11391","title":"DEX: Domain Embedding Expansion for Generalized Person Re-identification","created":"2021-10-21","cited_by_count":8,"area":null},{"id":"2306.04974","title":"Conservative Prediction via Data-Driven Confidence Minimization","created":"2023-06-08","cited_by_count":8,"area":null},{"id":"2405.04858","title":"Pedestrian Attribute Recognition as Label-balanced Multi-label Learning","created":"2024-05-08","cited_by_count":8,"area":null},{"id":"2211.03710","title":"Graph Contrastive Learning with Implicit Augmentations","created":"2022-11-07","cited_by_count":7,"area":null},{"id":"2303.09677","title":"Instance-Conditioned GAN Data Augmentation for Representation Learning","created":"2023-03-16","cited_by_count":7,"area":null},{"id":"2310.13215","title":"Zone Evaluation: Revealing Spatial Bias in Object Detection","created":"2023-10-20","cited_by_count":7,"area":null},{"id":"2404.16307","title":"Boosting Model Resilience via Implicit Adversarial Data Augmentation","created":"2024-04-25","cited_by_count":7,"area":null},{"id":"2207.02173","title":"DBN-Mix: Training Dual Branch Network Using Bilateral Mixup Augmentation for Long-Tailed Visual Recognition","created":"2022-07-05","cited_by_count":6,"area":null},{"id":"2310.16499","title":"Data Optimization in Deep Learning: A Survey","created":"2023-10-25","cited_by_count":6,"area":null},{"id":"2406.10914","title":"First-Order Manifold Data Augmentation for Regression Learning","created":"2024-06-16","cited_by_count":6,"area":null},{"id":"2407.00100","title":"Enhancing In-Context Learning via Implicit Demonstration Augmentation","created":"2024-06-27","cited_by_count":6,"area":null},{"id":"2408.06742","title":"Long-Tailed Out-of-Distribution Detection: Prioritizing Attention to Tail","created":"2024-08-13","cited_by_count":6,"area":null},{"id":"2110.10366","title":"Repaint: Improving the Generalization of Down-Stream Visual Tasks by Generating Multiple Instances of Training Examples","created":"2021-10-20","cited_by_count":5,"area":null},{"id":"2204.05230","title":"GDC- Generalized Distribution Calibration for Few-Shot Learning","created":"2022-04-11","cited_by_count":5,"area":null},{"id":"2208.00119","title":"DAS: Densely-Anchored Sampling for Deep Metric Learning","created":"2022-07-30","cited_by_count":5,"area":null},{"id":"2212.01007","title":"Compound Batch Normalization for Long-tailed Image Classification","created":"2022-12-02","cited_by_count":5,"area":null},{"id":"2209.05668","title":"Class-Level Logit Perturbation","created":"2022-09-13","cited_by_count":4,"area":null},{"id":"2305.03900","title":"Rethinking Class Imbalance in Machine Learning","created":"2023-05-06","cited_by_count":4,"area":null},{"id":"2312.03325","title":"FAGC:Feature Augmentation on Geodesic Curve in the Pre-Shape Space","created":"2023-12-06","cited_by_count":4,"area":null},{"id":"2403.15119","title":"An Open-World, Diverse, Cross-Spatial-Temporal Benchmark for Dynamic Wild Person Re-Identification","created":"2024-03-22","cited_by_count":4,"area":null},{"id":"2407.14972","title":"ARoFace: Alignment Robustness to Improve Low-Quality Face Recognition","created":"2024-07-20","cited_by_count":4,"area":null},{"id":"2511.19641","title":"On the Utility of Foundation Models for Fast MRI: Vision-Language-Guided Image Reconstruction","created":"2025-11-24","cited_by_count":4,"area":"mllm"},{"id":"2206.01010","title":"Long-tailed Recognition by Learning from Latent Categories","created":"2022-06-02","cited_by_count":3,"area":null},{"id":"2301.06442","title":"Modeling Uncertain Feature Representation for Domain Generalization","created":"2023-01-16","cited_by_count":3,"area":null},{"id":"2305.18714","title":"Align, Perturb and Decouple: Toward Better Leverage of Difference Information for RSI Change Detection","created":"2023-05-30","cited_by_count":3,"area":null},{"id":"2401.10754","title":"Data Augmentation for Traffic Classification","created":"2024-01-19","cited_by_count":3,"area":null},{"id":"2410.08456","title":"A Unified Deep Semantic Expansion Framework for Domain-Generalized Person Re-identification","created":"2024-10-11","cited_by_count":3,"area":null},{"id":"2106.13804","title":"SITTA: Single Image Texture Translation for Data Augmentation","created":"2021-06-25","cited_by_count":2,"area":null},{"id":"2107.11921","title":"Compensation Learning","created":"2021-07-26","cited_by_count":2,"area":null},{"id":"2210.05126","title":"Tackling Instance-Dependent Label Noise with Dynamic Distribution Calibration","created":"2022-10-11","cited_by_count":2,"area":null},{"id":"2211.16264","title":"Intra-class Adaptive Augmentation with Neighbor Correction for Deep Metric Learning","created":"2022-11-29","cited_by_count":2,"area":null},{"id":"2308.13165","title":"Dual Compensation Residual Networks for Class Imbalanced Learning","created":"2023-08-25","cited_by_count":2,"area":null},{"id":"2310.15371","title":"Vicinal Feature Statistics Augmentation for Federated 3D Medical Volume Segmentation","created":"2023-10-23","cited_by_count":2,"area":null},{"id":"2311.16474","title":"Progressive Classifier and Feature Extractor Adaptation for Unsupervised Domain Adaptation on Point Clouds","created":"2023-11-27","cited_by_count":2,"area":null},{"id":"2403.04521","title":"Uncertainty-Aware Relational Graph Neural Network for Few-Shot Knowledge Graph Completion","created":"2024-03-07","cited_by_count":2,"area":null},{"id":"2404.09507","title":"Clothes-Changing Person Re-Identification with Feasibility-Aware Intermediary Matching","created":"2024-04-15","cited_by_count":2,"area":null},{"id":"2405.14278","title":"SCMix: Stochastic Compound Mixing for Open Compound Domain Adaptation in Semantic Segmentation","created":"2024-05-23","cited_by_count":2,"area":null},{"id":"2411.01172","title":"Covariance-based Space Regularization for Few-shot Class Incremental Learning","created":"2024-11-02","cited_by_count":2,"area":null},{"id":"2502.16832","title":"FedBM: Stealing Knowledge from Pre-trained Language Models for Heterogeneous Federated Learning","created":"2025-02-24","cited_by_count":2,"area":null},{"id":"2506.08906","title":"Hyperbolic Dual Feature Augmentation for Open-Environment","created":"2025-06-10","cited_by_count":2,"area":null},{"id":"2512.13055","title":"Towards Test-time Efficient Visual Place Recognition via Asymmetric Query Processing","created":"2025-12-15","cited_by_count":2,"area":null},{"id":"2204.06436","title":"Label Augmentation with Reinforced Labeling for Weak Supervision","created":"2022-04-13","cited_by_count":1,"area":null},{"id":"2403.08352","title":"Data augmentation with automated machine learning: approaches and performance comparison with classical data augmentation methods","created":"2024-03-13","cited_by_count":1,"area":null},{"id":"2405.08533","title":"Dynamic Feature Learning and Matching for Class-Incremental Learning","created":"2024-05-14","cited_by_count":1,"area":null},{"id":"2509.04202","title":"Explicit and Implicit Data Augmentation for Social Event Detection","created":"2025-09-04","cited_by_count":1,"area":null},{"id":"2602.05415","title":"VMF-GOS: Geometry-guided virtual Outlier Synthesis for Long-Tailed OOD Detection","created":"2026-02-05","cited_by_count":1,"area":null},{"id":"2104.02653","title":"On the Pitfalls of Learning with Limited Data: A Facial Expression Recognition Case Study","created":"2021-04-02","cited_by_count":0,"area":null},{"id":"2107.11986","title":"Benign Adversarial Attack: Tricking Models for Goodness","created":"2021-07-26","cited_by_count":0,"area":null},{"id":"2212.14154","title":"A Class-wise Non-salient Region Generalized Framework for Video Semantic Segmentation","created":"2022-12-29","cited_by_count":0,"area":null},{"id":"2304.10941","title":"Deep Metric Learning Assisted by Intra-variance in A Semi-supervised View of Learning","created":"2023-04-21","cited_by_count":0,"area":null},{"id":"2309.16135","title":"A dual-branch model with inter- and intra-branch contrastive loss for long-tailed recognition","created":"2023-09-28","cited_by_count":0,"area":null},{"id":"2310.12111","title":"DASA: Difficulty-Aware Semantic Augmentation for Speaker Verification","created":"2023-10-18","cited_by_count":0,"area":null},{"id":"2403.14736","title":"NaNa and MiGu: Semantic Data Augmentation Techniques to Enhance Protein Classification in Graph Neural Networks","created":"2024-03-21","cited_by_count":0,"area":null},{"id":"2406.00545","title":"Memory-guided Network with Uncertainty-based Feature Augmentation for Few-shot Semantic Segmentation","created":"2024-06-01","cited_by_count":0,"area":null},{"id":"2409.00603","title":"Uncertainty-oriented Order Learning for Facial Beauty Prediction","created":"2024-09-01","cited_by_count":0,"area":null},{"id":"2502.17308","title":"Implicit Word Reordering with Knowledge Distillation for Cross-Lingual Dependency Parsing","created":"2025-02-24","cited_by_count":0,"area":"distill"},{"id":"2505.15246","title":"Mitigating Spurious Correlations with Causal Logit Perturbation","created":"2025-05-21","cited_by_count":0,"area":null},{"id":"2505.21010","title":"Unified Alignment Protocol: Making Sense of the Unlabeled Data in New Domains","created":"2025-05-27","cited_by_count":0,"area":null},{"id":"2508.03190","title":"PatchDSU: Uncertainty Modeling for Out of Distribution Generalization in Keyword Spotting","created":"2025-08-05","cited_by_count":0,"area":null}],"next_cursor":"100"}