Manish Kumar Singh

4 papers · 2021–2025 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

AISTATS (1) CVPR (1) ECCV (1) ICLR (1)

Top co-authors

Hong Cai (3) Yunxiao Shi (3) Fatih Porikli (3) Shizhong Han (2) Chicheng Zhang (1) Kamalika Chaudhuri (1) Pierre-David Letourneau (1) Dalton Jones (1) Hsin-Pai Cheng (1) Risheek Garrepalli (1)

Research topics

Computer Vision (2) Deep Learning (2) Machine Learning (2) Analysis (2) Architectures (2) Mathematics & Optimization (1) Application Areas (1) Core AI (1) Optimization (1) Optimization & Theory (1) Processing (1) Techniques (1)

Keywords

vision transformer (1) self-attention mechanism (1) online learning (1) image restoration (1) feature extraction (1) computer vision (1) attention mechanism (1) point cloud (1) depth estimation (1) 3d vision (1) neural network optimization (1) computational efficiency (1) multi-armed bandit (1) upper confidence bound (1) regret bound (1) convolutional neural network (1) 3d point cloud (1) geometric feature (1) depth completion (1) point transformer (1)

Papers

PADRe: A Unifying Polynomial Attention Drop-in Replacement for Efficient Vision Transformer ICLR 2025 DeCoTR: Enhancing Depth Completion with 2D and 3D Attentions CVPR 2024 FutureDepth: Learning to Predict the Future Improves Video Depth Estimation ECCV 2024 Multitask Bandit Learning Through Heterogeneous Feedback Aggregation AISTATS 2021