Research graph
References from LIFT+: Lightweight Fine-Tuning for Long-Tail Learning. Local targets link to admitted publications; unresolved targets remain external evidence.
Learning to model the tail
2017 · External reference
10.1109/cvpr.2018.00914
10.1109/cvpr.2018.00914 · External reference
10.1109/cvpr.2019.00264
10.1109/cvpr.2019.00264 · External reference
10.1109/cvpr.2019.00550
10.1109/cvpr.2019.00550 · External reference
10.1007/978-3-030-58568-6_43
10.1007/978-3-030-58568-6_43 · External reference
10.1109/cvpr46437.2021.00957
10.1109/cvpr46437.2021.00957 · External reference
10.1109/cvpr42600.2020.01100
10.1109/cvpr42600.2020.01100 · External reference
10.1109/cvpr46437.2021.00312
10.1109/cvpr46437.2021.00312 · External reference
10.1109/cvpr52688.2022.00686
10.1109/cvpr52688.2022.00686 · External reference
10.1109/cvpr42600.2020.00974
10.1109/cvpr42600.2020.00974 · External reference
10.1007/978-3-030-65414-6_9
10.1007/978-3-030-65414-6_9 · External reference
Rethinking the value of labels for improving class-imbalanced learning
2020 · External reference
10.1109/iccv48922.2021.00030
10.1109/iccv48922.2021.00030 · External reference
10.1109/cvpr52688.2022.00676
10.1109/cvpr52688.2022.00676 · External reference
10.52202/075280-3307
10.52202/075280-3307 · External reference
CUDA: Curriculum of data augmentation for long-tailed recognition
2023 · External reference
10.52202/075280-2636
10.52202/075280-2636 · External reference
10.1109/iccv51701.2025.00182
10.1109/iccv51701.2025.00182 · External reference
ConMix: Contrastive mixup at representation level for long-tailed deep clustering
2025 · External reference
Exploring balanced feature spaces for representation learning
2021 · External reference
10.1109/cvpr46437.2021.00100
10.1109/cvpr46437.2021.00100 · External reference
10.1109/iccv48922.2021.00075
10.1109/iccv48922.2021.00075 · External reference
10.1109/cvpr52688.2022.00678
10.1109/cvpr52688.2022.00678 · External reference
Self-supervised learning is more robust to dataset imbalance
2022 · External reference
10.52202/068431-2753
10.52202/068431-2753 · External reference
Feature directions matter: Long-tailed learning via rotated balanced representation
2023 · External reference
10.1109/cvpr52729.2023.01519
10.1109/cvpr52729.2023.01519 · External reference
Temperature schedules for self-supervised contrastive methods on long-tail data
2023 · External reference
Distribution alignment optimization through neural collapse for long-tailed classification
2024 · External reference
10.1109/iccv51701.2025.00408
10.1109/iccv51701.2025.00408 · External reference
Geometry of long-tailed representation learning: Rebalancing features for skewed distributions
2025 · External reference
Learning imbalanced datasets with label-distribution-aware margin loss
2019 · External reference
Balanced meta-softmax for long-tailed visual recognition
2020 · External reference
Long-tail learning via logit adjustment
2021 · External reference
10.1109/cvpr46437.2021.00656
10.1109/cvpr46437.2021.00656 · External reference
10.1109/cvpr46437.2021.00239
10.1109/cvpr46437.2021.00239 · External reference
10.1109/iccv48922.2021.00936
10.1109/iccv48922.2021.00936 · External reference
10.1007/s11432-020-3167-1
10.1007/s11432-020-3167-1 · External reference
Wrapped cauchy distributed angular softmax for long-tailed visual recognition
2023 · External reference
Balancing model efficiency and performance: Adaptive pruner for long-tailed data
2025 · External reference
Focal-SAM: Focal sharpness-aware minimization for long-tailed classification
2025 · External reference
Learning transferable visual models from natural language supervision
2021 · External reference
An image is worth 16x16 words: Transformers for image recognition at scale
2021 · External reference
Unleashing the potential of vision-language models for long-tailed visual recognition
2022 · External reference
10.1007/978-3-031-19806-9_5
10.1007/978-3-031-19806-9_5 · External reference
10.1007/s11263-023-01868-w
10.1007/s11263-023-01868-w · External reference
10.1109/cvpr52688.2022.00683
10.1109/cvpr52688.2022.00683 · External reference
LPT: Long-tailed prompt tuning for image classification
2023 · External reference
Long-tail learning with foundation model: Heavy fine-tuning hurts
2024 · External reference
10.1007/s11263-022-01622-8
10.1007/s11263-022-01622-8 · External reference
10.1109/tpami.2023.3268118
10.1109/tpami.2023.3268118 · External reference
10.1007/978-3-030-58558-7_15
10.1007/978-3-030-58558-7_15 · External reference
Long-tailed recognition by routing diverse distribution-aware experts
2021 · External reference
10.1109/tpami.2022.3174892
10.1109/tpami.2022.3174892 · External reference
10.52202/068431-2470
10.52202/068431-2470 · External reference
10.1007/s11432-022-3915-6
10.1007/s11432-022-3915-6 · External reference
Decoupling representation and classifier for long-tailed recognition
2020 · External reference
10.1109/cvpr46437.2021.01622
10.1109/cvpr46437.2021.01622 · External reference
10.1109/cvpr52729.2023.00338
10.1109/cvpr52729.2023.00338 · External reference
Decoupled training for long-tailed classification with stochastic representations
2023 · External reference
Rethinking classifier re-training in long-tailed recognition: Label over-smooth can balance
2025 · External reference
How to train your ViT? Data, augmentation, and regularization in vision transformers
2022 · External reference
10.1007/s11263-022-01653-1
10.1007/s11263-022-01653-1 · External reference
10.1109/cvpr52688.2022.01631
10.1109/cvpr52688.2022.01631 · External reference
10.1145/3657632
10.1145/3657632 · External reference
DeCoOp: Robust prompt tuning with out-of-distribution detection
2024 · External reference
10.1109/cvpr52729.2023.01849
10.1109/cvpr52729.2023.01849 · External reference
10.18653/v1/2024.alvr-1.3
10.18653/v1/2024.alvr-1.3 · External reference
10.1145/3581783.3611904
10.1145/3581783.3611904 · External reference
10.1109/access.2023.3277204
10.1109/access.2023.3277204 · External reference
10.1016/j.neunet.2024.106134
10.1016/j.neunet.2024.106134 · External reference
10.1109/cvpr52734.2025.02838
10.1109/cvpr52734.2025.02838 · External reference
Rethinking the bias of foundation model under long-tailed distribution
2025 · External reference
10.48550/arxiv.1706.03762
10.48550/arxiv.1706.03762 · External reference
10.1109/cvpr52688.2022.01553
10.1109/cvpr52688.2022.01553 · External reference
10.48550/arxiv.1810.04805
10.48550/arxiv.1810.04805 · External reference
10.1609/aaai.v36i3.20258
10.1609/aaai.v36i3.20258 · External reference
10.1109/cvpr52688.2022.00680
10.1109/cvpr52688.2022.00680 · External reference
10.18653/v1/2022.acl-short.1
10.18653/v1/2022.acl-short.1 · External reference
10.1007/978-3-031-19827-4_41
10.1007/978-3-031-19827-4_41 · External reference
Parameter-efficient transfer learning for NLP
2019 · External reference
LoRA: Low-rank adaptation of large language models
2022 · External reference
10.52202/068431-1212
10.52202/068431-1212 · External reference
10.1145/3447548.3467223
10.1145/3447548.3467223 · External reference
Fine-tuning can distort pretrained features and underperform out-of-distribution
2022 · External reference
Very deep convolutional networks for large-scale image recognition
2015 · External reference
10.1109/cvpr.2016.90
10.1109/cvpr.2016.90 · External reference
10.1109/cvpr.2019.00020
10.1109/cvpr.2019.00020 · External reference
Practical automated data augmentation with a reduced search space
2020 · External reference
Test-time training with self-supervision for generalization under distribution shifts
2020 · External reference
Tent: Fully test-time adaptation by entropy minimization
2021 · External reference
ODS: Test-time adaptation in the presence of open-world data shift
2023 · External reference
Scaling LLM test-time compute optimally can be more effective than scaling model parameters
2024 · External reference
Expanding performance boundaries of open-source multimodal models with model, data, and test-time scaling
2024 · External reference
10.1109/cvpr52688.2022.00682
10.1109/cvpr52688.2022.00682 · External reference
10.1109/cvpr52729.2023.01516
10.1109/cvpr52729.2023.01516 · External reference
Long-tailed recognition by mutual information maximization between latent features and ground-truth labels
2023 · External reference
10.1109/iccv.2017.324
10.1109/iccv.2017.324 · External reference
10.1109/cvpr.2019.00949
10.1109/cvpr.2019.00949 · External reference
10.52202/068431-0009
10.52202/068431-0009 · External reference
Layer normalization
2016 · External reference
