Vision and AI Laboratory (VAL) -- IISc

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66 repositories

val-iisc.github.io
Public
Website for Video Analytics Lab, IISc Bangalore
HTML
•0•0•0•0•Updated Nov 6, 2024Nov 6, 2024
Reflecting-Reality
Public
Official repository for Reflecting Reality: Enabling Diffusion Models to Produce Faithful Mirror Reflections
MIT License
•0•10•0•0•Updated Nov 6, 2024Nov 6, 2024
reflecting-reality.github.io
Public
CSS
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MIT License
•0•0•0•0•Updated Nov 6, 2024Nov 6, 2024
DeiT-LT
Public
[CVPR 2024] Code for our Paper "DeiT-LT: Distillation Strikes Back for Vision Transformer training on Long-Tailed Datasets"
long-tail long-tailed-recognition vision-transformer deit cvpr2024
Python
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MIT License
•3•33•2•0•Updated Oct 23, 2024Oct 23, 2024
ProFeAT
Public
[TMLR'24] Official code for "ProFeAT: Projected Feature Adversarial Training for Self-Supervised Learning of Robust Representations".
Python
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MIT License
•0•0•0•0•Updated Oct 5, 2024Oct 5, 2024
SelMix
Public
[ICLR 2024] [Spotlight]Code for our paper SelMix: Selective Mixup FineTuning
metrics semi-supervised-learning long-tailed-recognition iclr2024
Python
•0•4•0•0•Updated Apr 23, 2024Apr 23, 2024
SDAT
Public
[ICML 2022]Source code for "A Closer Look at Smoothness in Domain Adversarial Training",
domain-adaptation adversarial-training dann sharpness-aware-minimization icml-2022 pytorch
Python
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MIT License
•12•68•2•1•Updated Apr 11, 2024Apr 11, 2024
NoisyTwins
Public
[CVPR 2023] Source code for NoisyTwins: Class-consistent and Diverse Image Generation Through StyleGANs
Python
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MIT License
•5•34•1•0•Updated Apr 8, 2024Apr 8, 2024
VL2V-ADiP
Public
[CVPR 2024] Leveraging Vision-Language Models for Improving Domain Generalization in Image Classification
Python
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MIT License
•0•23•1•0•Updated Mar 6, 2024Mar 6, 2024
C-SFTrans
Public
MIT License
•0•0•0•0•Updated Dec 3, 2023Dec 3, 2023
DSiT-SFDA
Public
[ICCV23] Domain-Specificity Inducing Transformers for Source-Free Domain Adaptation
object-recognition domain-adaptation vision-transformer source-free-domain-adaptation
MIT License
•0•1•2•0•Updated Nov 30, 2023Nov 30, 2023
CostSensitiveSelfTraining
Public
[NeurIPS 2022] This repository contains the code for our work CSST: Cost Sensitive Self Training for Optimizing Non-Decomposable Objectives
Python
•0•7•0•0•Updated Nov 18, 2023Nov 18, 2023
MixupDA
Public
[ICML22] Balancing Discriminability and Transferability for Source-Free Domain Adaptation
semantic-segmentation object-recognition domain-adaptation icml-2022
Python
•1•10•1•0•Updated Oct 23, 2023Oct 23, 2023
Saddle-LongTail
Public
[NeurIPS 2022] Source code for our paper "Escaping Saddle Points for Effective Generalization on Class-Imbalanced Data"
optimization neurips long-tailed-recognition neurips-2022 class-imbalance-problem long-tailed-learning
Python
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MIT License
•4•22•0•0•Updated Oct 16, 2023Oct 16, 2023
Geographical_Representativeness
Public
0•0•0•0•Updated Sep 26, 2023Sep 26, 2023
NU-Certified-Robustness
Public
[CVPRw 2023] Source Code for our Work "Certified Adversarial Robustness Within Multiple Perturbation Bounds"
Python
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MIT License
•0•1•0•0•Updated Jun 16, 2023Jun 16, 2023
RMLVQA
Public
Python
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MIT License
•1•14•1•0•Updated May 31, 2023May 31, 2023
DART
Public
[CVPR-2023] Official Code for DART: Diversify-Aggregate-Repeat Training Improves Generalization of Neural Networks
Python
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MIT License
•3•11•0•0•Updated May 30, 2023May 30, 2023
DAJAT
Public
Official Code for Efficient and Effective Augmentation Strategy for Adversarial Training (NeurIPS-2022)
Python
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MIT License
•1•15•1•0•Updated Mar 29, 2023Mar 29, 2023
s3vaada
Public
Submodular Subset Selection for Active Domain Adaptation (ICCV 2021)
active-learning domain-adaptation iccv2021 active-domain-adaptation
Python
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MIT License
•1•16•0•2•Updated Feb 16, 2023Feb 16, 2023
sketch-parse
Public
Code, demos and data for SketchParse (a neural network for sketch segmentation). Paper:
deep-learning pytorch sketches semantic-segmentation
Jupyter Notebook
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MIT License
•13•80•1•3•Updated Feb 15, 2023Feb 15, 2023
HSR
Public
Code for Hierarchical Semantic Regularization of Latent Spaces in StyleGANs (ECCV 2022)
Python
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MIT License
•0•3•0•0•Updated Nov 27, 2022Nov 27, 2022
OAAT
Public
Official Code for Scaling Adversarial Training to Large Perturbation Bounds (ECCV-2022)
Python
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MIT License
•3•9•1•0•Updated Nov 25, 2022Nov 25, 2022
lsc-cnn
Public
head-detection crowd-counting
Python
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MIT License
•55•210•8•4•Updated Nov 22, 2022Nov 22, 2022
EffSSL
Public
Towards Efficient and Effective Self-Supervised Learning of Visual Representations
Python
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MIT License
•1•4•0•0•Updated Oct 26, 2022Oct 26, 2022
StickerDA
Public
[ECCV22] Concurrent Subsidiary Supervision for Unsupervised Source-Free Domain Adaptation
object-classification source-free-domain-adaptation eccv2022 domain-adaptation
Python
•2•18•0•0•Updated Oct 17, 2022Oct 17, 2022
gSRGAN
Public
[ECCV2022] Source Code for "Improving GANs for Long-Tailed Data through Group Spectral Regularization"
gan image-generation long-tailed-recognition eccv2022
Python
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MIT License
•3•16•0•0•Updated Oct 2, 2022Oct 2, 2022
assets
Public
0•0•0•0•Updated Oct 2, 2022Oct 2, 2022
Hard-Label-Model-Stealing
Public
Python
•1•27•2•0•Updated Mar 28, 2022Mar 28, 2022
NuAT
Public
Towards Efficient and Effective Adversarial Training, NeurIPS 2021
Python
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MIT License
•1•16•1•0•Updated Feb 15, 2022Feb 15, 2022