Manish Kumar Singh

According to our database, Manish Kumar Singh authored at least 6 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

PADRe: A Unifying Polynomial Attention Drop-in Replacement for Efficient Vision Transformer.

Pierre-David Letourneau, Manish Kumar Singh, Hsin-Pai Cheng, Shizhong Han, Yunxiao Shi, Dalton Jones, Matthew Harper Langston, Hong Cai, Fatih Porikli

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

ToSA: Token Selective Attention for Efficient Vision Transformers.

Manish Kumar Singh, Rajeev Yasarla, Hong Cai, Mingu Lee, Fatih Porikli

CoRR, 2024

FutureDepth: Learning to Predict the Future Improves Video Depth Estimation.

Rajeev Yasarla, Manish Kumar Singh, Hong Cai, Yunxiao Shi, Jisoo Jeong, Yinhao Zhu, Shizhong Han, Risheek Garrepalli, Fatih Porikli

Proceedings of the Computer Vision - ECCV 2024, 2024

DeCoTR: Enhancing Depth Completion with 2D and 3D Attentions.

Yunxiao Shi, Manish Kumar Singh, Hong Cai, Fatih Porikli

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2022

Differentiable bit-rate estimation for neural-based video codec enhancement.

Amir Said, Manish Kumar Singh, Reza Pourreza

Proceedings of the Picture Coding Symposium, 2022

2021

Multitask Bandit Learning Through Heterogeneous Feedback Aggregation.

Zhi Wang, Chicheng Zhang, Manish Kumar Singh, Laurel D. Riek, Kamalika Chaudhuri

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021