Nishant Jain

6 papers · 2022–2024 · 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 (15) 🏆 Keyword Champion (2)

Venues

CVPR (3) AAAI (1) ICCV (1) ICLR (1)

Top co-authors

Pradeep Shenoy (3) Akash Palrecha (1) Hanspeter Pfister (1) Won-Dong Jang (1) Philip H.S. Torr (1) Suryansh Kumar (1) Ritik Mathur (1) Roshan Roy (1) Sarthak Arora (1) Donglai Wei (1)

Research topics

Machine Learning (4) Optimization & Theory (3) Artificial Intelligence (2) Computer Vision (2) Analysis (2) Application Areas (2) Learning Paradigms (2) Learning Types (2) Mathematics & Optimization (1) Generation (1) Mathematics (1) Processing (1)

Keywords

instance weighting (2) 3d reconstruction (1) continual learning (1) zero-shot learning (1) domain generalization (1) transfer learning (1) domain adaptation (1) model calibration (1) model robustness (1) knowledge distillation (1) depth estimation (1) instance segmentation (1) selective classification (1) bilevel optimization (1) pre-trained model (1) novel view synthesis (1) model generalization (1) non-stationary learning (1) hard sample mining (1) multi-view stereo (1)

Papers

Improving Generalization via Meta-Learning on Hard Samples CVPR 2024 Instance-Conditional Timescales of Decay for Non-Stationary Learning AAAI 2024 Learning model uncertainty as variance-minimizing instance weights ICLR 2024 Efficiently Robustify Pre-Trained Models ICCV 2023 Enhanced Stable View Synthesis CVPR 2023 YouMVOS: An Actor-Centric Multi-Shot Video Object Segmentation Dataset CVPR 2022