alinlab

CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances (NeurIPS 2020)

alinlab

Training Confidence-Calibrated Classifier for Detecting Out-of-Distribution Samples / ICLR 2018

alinlab

Learning What and Where to Transfer (ICML 2019)

alinlab

The repository for the official Biased Action Recognition (BAR) dataset for the paper Learning from Failure: Training Debiased Classifier from Biased Classifier (NeurIPS 2020) by Junhyun Nam et al.

alinlab

Consistency Regularization for Adversarial Robustness (AAAI 2022)

alinlab

Regularizing Class-wise Predictions via Self-knowledge Distillation (CVPR 2020)

alinlab

Learning from Failure: Training Debiased Classifier from Biased Classifier (NeurIPS 2020)

alinlab

Lookahead: A Far-sighted Alternative of Magnitude-based Pruning (ICLR 2020)

alinlab

Code for the paper "M2m: Imbalanced Classification via Major-to-minor Translation" (CVPR 2020)

alinlab

MASKER: Masked Keyword Regularization for Reliable Text Classification (AAAI 2021)

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