alinlab

Confident_classifier

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

consistency-adversarial

Consistency Regularization for Adversarial Robustness (AAAI 2022)

cs-kd

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

CSI

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

ifseg

IFSeg: Image-free Semantic Segmentation via Vision-Language Model (CVPR 2023)

L2T-ww

Learning What and Where to Transfer (ICML 2019)

LfF

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

M2m

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

PsCo

Unsupervised Meta-Learning via Few-shot Pseudo-supervised Contrastive Learning (ICLR 2023)

SelfPatch

alinlab/CSI

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

alinlab/L2T-ww

Learning What and Where to Transfer (ICML 2019)

alinlab/Confident_classifier

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

alinlab/cs-kd

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

alinlab/M2m

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

alinlab/LfF

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

alinlab/ifseg

IFSeg: Image-free Semantic Segmentation via Vision-Language Model (CVPR 2023)

alinlab/SelfPatch

alinlab/PsCo

Unsupervised Meta-Learning via Few-shot Pseudo-supervised Contrastive Learning (ICLR 2023)

alinlab/consistency-adversarial

Consistency Regularization for Adversarial Robustness (AAAI 2022)

alinlab/MASKER

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

alinlab/object-aware-contrastive

Object-aware Contrastive Learning for Debiased Scene Representation (NeurIPS 2021)

alinlab/s-clip

S-CLIP: Semi-supervised Vision-Language Pre-training using Few Specialist Captions

alinlab/lookahead_pruning

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

alinlab/temporal-selfsupervision

alinlab/BAR

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/HOMER

Official implementation of Hierarchical Context Merging: Better Long Context Understanding for Pre-trained LLMs (ICLR 2024).

alinlab/b2t

Bias-to-Text: Debiasing Unknown Visual Biases through Language Interpretation

alinlab/oreo

alinlab/OpenCoS

alinlab/MetaMAE

Modality-Agnostic Self-Supervised Learning with Meta-Learned Masked Auto-Encoder (NeurIPS 2023)

alinlab/SURF

alinlab/lime-cam-pytorch

Pytorch implemenation of LIME-CAM

alinlab/OAMixer

OAMixer: Object-aware Mixing Layer for Vision Transformers (CVPRW 2022)

alinlab/smoothing-catrs

Code for the paper "Confidence-aware Training of Smoothed Classifiers for Certified Robustness" (AAAI 2023)

alinlab/ml-papers-classification

alinlab/0730_detection_segmentation

alinlab/auto-deferring-policy