E-LIB Suche - Ergebnisse für: Lubana, Ekdeep Singh

1

Augmentations in Graph Contrastive Learning: Current Method..:

, In: Proceedings of the ACM Web Conference 2022,

Trivedi, Puja ; Lubana, Ekdeep Singh ; Yan, Yujun.. - p. 1538-1549 , 2022

Link: https://dl.acm.org/doi/1..

2

Minimalistic Image Signal Processing for Deep Learning Appl..:

, In: 2019 IEEE International Conference on Image Processing (ICIP),

Lubana, Ekdeep Singh ; Dick, Robert P. ; Aggarwal, Vinayak. - p. 4165-4169 , 2019

Link: https://doi.org/10.1109/..

3

Digital Foveation: An Energy-Aware Machine Vision Framework:

Lubana, Ekdeep Singh ; Dick, Robert P.
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 37 (2018) 11 - p. 2371-2380 , 2018

Link: https://doi.org/10.1109/..

4

In-Context Learning Dynamics with Random Binary Sequences:

Bigelow, Eric J ; Lubana, Ekdeep Singh ; Dick, Robert P..
http://arxiv.org/abs/2310.17639. , 2023

Link: http://arxiv.org/abs/231..

5

Mechanistically analyzing the effects of fine-tuning on pro..:

Jain, Samyak ; Kirk, Robert ; Lubana, Ekdeep Singh...
http://arxiv.org/abs/2311.12786. , 2023

Link: http://arxiv.org/abs/231..

6

How Capable Can a Transformer Become? A Study on Synthetic,..:

Ramesh, Rahul ; Khona, Mikail ; Dick, Robert P..
http://arxiv.org/abs/2311.12997. , 2023

Link: http://arxiv.org/abs/231..

7

FoMo Rewards: Can we cast foundation models as reward funct..:

Lubana, Ekdeep Singh ; Brehmer, Johann ; de Haan, Pim.
http://arxiv.org/abs/2312.03881. , 2023

Link: http://arxiv.org/abs/231..

8

Compositional Abilities Emerge Multiplicatively: Exploring ..:

Okawa, Maya ; Lubana, Ekdeep Singh ; Dick, Robert P.
http://arxiv.org/abs/2310.09336. , 2023

Link: http://arxiv.org/abs/231..

9

What shapes the loss landscape of self-supervised learning?:

Ziyin, Liu ; Lubana, Ekdeep Singh ; Ueda, Masahito.
http://arxiv.org/abs/2210.00638. , 2022

Link: http://arxiv.org/abs/221..

10

Orchestra: Unsupervised Federated Learning via Globally Con..:

Lubana, Ekdeep Singh ; Tang, Chi Ian ; Kawsar, Fahim..
http://arxiv.org/abs/2205.11506. , 2022

Link: http://arxiv.org/abs/220..

11

Mechanistic Mode Connectivity:

Lubana, Ekdeep Singh ; Bigelow, Eric J ; Dick, Robert P..
http://arxiv.org/abs/2211.08422. , 2022

Link: http://arxiv.org/abs/221..

12

Analyzing Data-Centric Properties for Graph Contrastive Lea..:

Trivedi, Puja ; Lubana, Ekdeep Singh ; Heimann, Mark..
http://arxiv.org/abs/2208.02810. , 2022

Link: http://arxiv.org/abs/220..

13

Augmentations in Graph Contrastive Learning: Current Method..:

Trivedi, Puja ; Lubana, Ekdeep Singh ; Yan, Yujun..
http://arxiv.org/abs/2111.03220. , 2021

Link: http://arxiv.org/abs/211..

14

Beyond BatchNorm: Towards a Unified Understanding of Normal..:

Lubana, Ekdeep Singh ; Dick, Robert P ; Tanaka, Hidenori
http://arxiv.org/abs/2106.05956. , 2021

Link: http://arxiv.org/abs/210..

15

How do Quadratic Regularizers Prevent Catastrophic Forgetti..:

Lubana, Ekdeep Singh ; Trivedi, Puja ; Koutra, Danai.
http://arxiv.org/abs/2102.02805. , 2021

Link: http://arxiv.org/abs/210..