More Exploration, Less Exploitation

Analyzing and Mitigating JPEG Compression Defects in Deep Learning

Max Ehrlich,

Larry Davis,

Ser-Nam Lim,

Abhinav Shrivastava

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Ehrlich_2021_ICCV, author = {Ehrlich, Max and Davis, Larry and Lim, Ser-Nam and Shrivastava, Abhinav}, title = {Analyzing and Mitigating JPEG Compression Defects in Deep Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {2357-2367} }

MGGAN: Solving Mode Collapse Using Manifold-Guided Training

Duhyeon Bang,

Hyunjung Shim

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Bang_2021_ICCV, author = {Bang, Duhyeon and Shim, Hyunjung}, title = {MGGAN: Solving Mode Collapse Using Manifold-Guided Training}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {2347-2356} }

Addressing Target Shift in Zero-Shot Learning Using Grouped Adversarial Learning

Saneem A. Chemmengath,

Soumava Paul,

Samarth Bharadwaj,

Suranjana Samanta,

Karthik Sankaranarayanan

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Chemmengath_2021_ICCV, author = {Chemmengath, Saneem A. and Paul, Soumava and Bharadwaj, Samarth and Samanta, Suranjana and Sankaranarayanan, Karthik}, title = {Addressing Target Shift in Zero-Shot Learning Using Grouped Adversarial Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {2368-2377} }