Gunshi Gupta

Publications by Year

Research Areas

Multimodal Machine Learning Applications, Reinforcement Learning in Robotics, Topic Modeling, Domain Adaptation and Few-Shot Learning, Machine Learning and Algorithms

Most-Cited Works

• → La-MAML: Look-ahead Meta Learning for Continual Learning(2020)34 cited
• → Look-ahead meta-learning for continual learning(2020)19 cited
• → Towards View-Invariant Intersection Recognition from Videos using Deep Network Ensembles(2018)12 cited
• → Geometric Consistency for Self-Supervised End-to-End Visual Odometry(2018)3 cited
• → ReLU to the Rescue: Improve Your On-Policy Actor-Critic with Positive Advantages(2023)2 cited
• → Can Active Sampling Reduce Causal Confusion in Offline Reinforcement Learning?(2023)1 cited
• → Unifying Variational Inference and PAC-Bayes for Supervised Learning that Scales(2019)1 cited
• → Ministral 3(2026)
• → Pre-trained Text-to-Image Diffusion Models Are Versatile Representation Learners for Control(2024)
• → FindingDory: A Benchmark to Evaluate Memory in Embodied Agents(2025)