conftrace_
← Authors

Soumik Sarkar

13 papers · 2017–2025 · 8 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓
+11 more ↓ 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (8) πŸƒ Academic Marathon (8) πŸ—ΊοΈ Taxonomy Completionist (39)
πŸ—ΊοΈ Taxonomy Completionist (39) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🀝 Dynamic Duo (10) πŸ† Grand Slam 🧬 Topic Evolution 🌱 Topic Pioneer πŸ—ƒοΈ Keyword Collector (74) πŸ’Ž Century Club (13) πŸ”₯ Unstoppable (6) πŸ“ˆ Trend Setter

Conferences

NIPS (4) AAAI (3) CVPR (1) ICCV (1) ICLR (1) ICML (1) L4DC (1) WACV (1)

Top co-authors

Chinmay Hegde (10) Aditya Balu (6) Zhanhong Jiang (5) Baskar Ganapathysubramanian (4) Ameya Joshi (3) Minsu Cho (2) Sin Yong Tan (2) Xian Yeow Lee (2) Adarsh Krishnamurthy (2) Arti Singh (2)

Research topics

Core AI (1)

Keywords

zero-shot learning (2) generative model (2) conditional generation (2) federated learning (2) deep reinforcement learning (2) distributed training (2) adversarial attack (2) decentralized learning (2) gradient-based optimization (1) transfer learning (1) stochastic gradient descent (1) policy gradient (1) online learning (1) in-context learning (1) image generation (1) continual learning (1) policy learning (1) few-shot learning (1) model merging (1) distributed learning (1)

Papers

Leveraging Vision Language Models for Specialized Agricultural Tasks WACV 2025 Zero-shot Sim-to-Real Transfer for Reinforcement Learning-based Visual Servoing of Soft Continuum Arms L4DC 2025 Latent Safety-Constrained Policy Approach for Safe Offline Reinforcement Learning ICLR 2025 DIMAT: Decentralized Iterative Merging-And-Training for Deep Learning Models CVPR 2024 BioTrove: A Large Curated Image Dataset Enabling AI for Biodiversity NIPS 2024 MDPGT: Momentum-Based Decentralized Policy Gradient Tracking AAAI 2022 Differentiable Spline Approximations NIPS 2021 Cross-Gradient Aggregation for Decentralized Learning from Non-IID Data ICML 2021 InvNet: Encoding Geometric and Statistical Invariances in Deep Generative Models AAAI 2020 Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents AAAI 2020 Semantic Adversarial Attacks: Parametric Transformations That Fool Deep Classifiers ICCV 2019 Online Robust Policy Learning in the Presence of Unknown Adversaries NIPS 2018 Collaborative Deep Learning in Fixed Topology Networks NIPS 2017