alinlab

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28 repositories

HOMER
Public
Official implementation of Hierarchical Context Merging: Better Long Context Understanding for Pre-trained LLMs (ICLR 2024).
Python
•2•31•0•0•Updated Aug 6, 2024Aug 6, 2024
MetaMAE
Public
Modality-Agnostic Self-Supervised Learning with Meta-Learned Masked Auto-Encoder (NeurIPS 2023)
Python
•1•10•0•0•Updated Jun 5, 2024Jun 5, 2024
PsCo
Public
Unsupervised Meta-Learning via Few-shot Pseudo-supervised Contrastive Learning (ICLR 2023)
meta-learning self-supervised-learning iclr2023 unsupervised-meta-learning
Python
•5•54•1•0•Updated Jun 4, 2024Jun 4, 2024
CSI
Public
CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances (NeurIPS 2020)
anomaly-detection out-of-distribution-detection novelty-detection contrastive-learning
Python
•62•275•12•0•Updated Oct 19, 2023Oct 19, 2023
MASKER
Public
MASKER: Masked Keyword Regularization for Reliable Text Classification (AAAI 2021)
text-classification out-of-distribution-detection domain-generalization
Python
•11•51•6•0•Updated Oct 4, 2023Oct 4, 2023
SelfPatch
Public
Python
•
Apache License 2.0
•7•57•5•1•Updated Sep 13, 2023Sep 13, 2023
ifseg
Public
IFSeg: Image-free Semantic Segmentation via Vision-Language Model (CVPR 2023)
Python
•9•81•5•0•Updated Sep 5, 2023Sep 5, 2023
s-clip
Public
S-CLIP: Semi-supervised Vision-Language Pre-training using Few Specialist Captions
Python
•6•45•0•0•Updated May 26, 2023May 26, 2023
b2t
Public
Bias-to-Text: Debiasing Unknown Visual Biases through Language Interpretation
explainable-ai vision-language-pretraining bias-and-fairness
Python
•0•25•1•0•Updated May 21, 2023May 21, 2023
smoothing-catrs
Public
Code for the paper "Confidence-aware Training of Smoothed Classifiers for Certified Robustness" (AAAI 2023)
Python
•
MIT License
•1•6•0•0•Updated Jan 19, 2023Jan 19, 2023
OAMixer
Public
OAMixer: Object-aware Mixing Layer for Vision Transformers (CVPRW 2022)
image-classification representation-learning vision-transformer
Python
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Apache License 2.0
•1•6•0•0•Updated Dec 15, 2022Dec 15, 2022
SURF
Public
Python
•2•8•1•0•Updated Dec 14, 2022Dec 14, 2022
temporal-selfsupervision
Public
Python
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Other
•4•31•1•0•Updated Jul 28, 2022Jul 28, 2022
OpenCoS
Public
Python
•1•15•0•0•Updated Jun 16, 2022Jun 16, 2022
consistency-adversarial
Public
Consistency Regularization for Adversarial Robustness (AAAI 2022)
data-augmentation adversarial-training consistency-regularization
Python
•0•52•1•0•Updated Dec 12, 2021Dec 12, 2021
M2m
Public
Code for the paper "M2m: Imbalanced Classification via Major-to-minor Translation" (CVPR 2020)
Python
•15•94•3•0•Updated Nov 8, 2021Nov 8, 2021
oreo
Public
Python
•3•23•1•0•Updated Oct 26, 2021Oct 26, 2021
object-aware-contrastive
Public
Object-aware Contrastive Learning for Debiased Scene Representation (NeurIPS 2021)
representation-learning self-supervised-learning contrastive-learning
Python
•6•45•0•0•Updated Oct 25, 2021Oct 25, 2021
BAR
Public
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.
4•30•0•0•Updated Nov 10, 2020Nov 10, 2020
lookahead_pruning
Public
Lookahead: A Far-sighted Alternative of Magnitude-based Pruning (ICLR 2020)
network-pruning
Python
•7•33•3•0•Updated Oct 25, 2020Oct 25, 2020
LfF
Public
Learning from Failure: Training Debiased Classifier from Biased Classifier (NeurIPS 2020)
Python
•9•90•6•0•Updated Oct 22, 2020Oct 22, 2020
L2T-ww
Public
Learning What and Where to Transfer (ICML 2019)
Python
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MIT License
•48•250•3•0•Updated Oct 20, 2020Oct 20, 2020
0730_detection_segmentation
Public
Jupyter Notebook
•1•0•0•0•Updated Aug 5, 2020Aug 5, 2020
cs-kd
Public
Regularizing Class-wise Predictions via Self-knowledge Distillation (CVPR 2020)
Python
•22•107•4•0•Updated Jun 18, 2020Jun 18, 2020
Confident_classifier
Public
Training Confidence-Calibrated Classifier for Detecting Out-of-Distribution Samples / ICLR 2018
Python
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MIT License
•47•178•4•1•Updated Apr 8, 2020Apr 8, 2020
ml-papers-classification
Public
Python
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MIT License
•0•1•0•0•Updated Oct 24, 2019Oct 24, 2019
auto-deferring-policy
Public
Python
•0•0•0•0•Updated Sep 24, 2019Sep 24, 2019
lime-cam-pytorch
Public
Pytorch implemenation of LIME-CAM
Python
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MIT License
•1•7•0•0•Updated Dec 9, 2018Dec 9, 2018