Pradeep Shenoy

62 papers A* 20A 3B 4Journal 27Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Masked Generative Nested Transformers with Decode Time Scaling. ICML Sahil Goyal, Debapriya Tula, Gagan Jain, Pradeep Shenoy, Prateek Jain, Sujoy Paul
2025	J	`jnl`	Masked Generative Nested Transformers with Decode Time Scaling. CoRR Sahil Goyal, Debapriya Tula, Gagan Jain, Pradeep Shenoy, Prateek Jain, Sujoy Paul
2025	J	`jnl`	Unified Wisdom: Harnessing Collaborative Learning to Improve Efficacy of Knowledge Distillation. Trans. Mach. Learn. Res. Atharva Abhijit Tambat, Durga Sivasubramanian, Ganesh Ramakrishnan, Pradeep Shenoy
2025	J	`jnl`	Universal Model Routing for Efficient LLM Inference. CoRR Wittawat Jitkrittum, Harikrishna Narasimhan, Ankit Singh Rawat, Jeevesh Juneja, Zifeng Wang, Chen-Yu Lee, Pradeep Shenoy, Rina Panigrahy, Aditya Krishna Menon, Sanjiv Kumar
2024	—	`conf`	Dynamic Data Selection for Efficient SSL via Coarse-to-Fine Refinement. ECCV (58) Aditay Tripathi, Pradeep Shenoy, Anirban Chakraborty
2024	A*	`conf`	Improving Generalization via Meta-Learning on Hard Samples. CVPR Nishant Jain, Arun Sai Suggala, Pradeep Shenoy
2024	J	`jnl`	Improving Generalization via Meta-Learning on Hard Samples. CoRR Nishant Jain, Arun Sai Suggala, Pradeep Shenoy
2024	A*	`conf`	Instance-Conditional Timescales of Decay for Non-Stationary Learning. AAAI Nishant Jain, Pradeep Shenoy
2024	A*	`conf`	Learning model uncertainty as variance-minimizing instance weights. ICLR Nishant Jain, Karthikeyan Shanmugam, Pradeep Shenoy
2024	—	`conf`	OLAF: A Plug-and-Play Framework for Enhanced Multi-object Multi-part Scene Parsing. ECCV (30) Pranav Gupta, Rishubh Singh, Pradeep Shenoy, Ravikiran Sarvadevabhatla
2024	J	`jnl`	OLAF: A Plug-and-Play Framework for Enhanced Multi-object Multi-part Scene Parsing. CoRR Pranav Gupta, Rishubh Singh, Pradeep Shenoy, Ravikiran Sarvadevabhatla
2024	A	`conf`	Sample-Efficient Personalization: Modeling User Parameters as Low Rank Plus Sparse Components. AISTATS Soumyabrata Pal, Prateek Varshney, Gagan Madan, Prateek Jain, Abhradeep Thakurta, Gaurav Aggarwal, Pradeep Shenoy, Gaurav Srivastava
2024	A	`conf`	Using Early Readouts to Mediate Featural Bias in Distillation. WACV Rishabh Tiwari, Durga Sivasubramanian, Anmol Reddy Mekala, Ganesh Ramakrishnan, Pradeep Shenoy
2023	A*	`conf`	Adaptive Mixing of Auxiliary Losses in Supervised Learning. AAAI Durga Sivasubramanian, Ayush Maheshwari, Prathosh AP, Pradeep Shenoy, Ganesh Ramakrishnan
2023	A*	`conf`	Edges to Shapes to Concepts: Adversarial Augmentation for Robust Vision. CVPR Aditay Tripathi, Rishubh Singh, Anirban Chakraborty, Pradeep Shenoy
2023	A*	`conf`	Interactive Concept Bottleneck Models. AAAI Kushal Chauhan, Rishabh Tiwari, Jan Freyberg, Pradeep Shenoy, Krishnamurthy Dvijotham
2023	A	`conf`	Matching Options to Tasks using Option-Indexed Hierarchical Reinforcement Learning. AAMAS Kushal Chauhan, Soumya Chatterjee, Akash Reddy, Aniruddha S, Balaraman Ravindran, Pradeep Shenoy
2023	A*	`conf`	Overcoming Simplicity Bias in Deep Networks using a Feature Sieve. ICML Rishabh Tiwari, Pradeep Shenoy
2023	J	`jnl`	Rescuing referral failures during automated diagnosis of domain-shifted medical images. CoRR Anuj Srivastava, Karm Patel, Pradeep Shenoy, Devarajan Sridharan
2023	J	`jnl`	STREAMLINE: Streaming Active Learning for Realistic Multi-Distributional Settings. CoRR Nathan Beck, Suraj Kothawade, Pradeep Shenoy, Rishabh K. Iyer
2023	A*	`conf`	Shaken, and Stirred: Long-Range Dependencies Enable Robust Outlier Detection with PixelCNN++. IJCAI Barath Mohan Umapathi, Kushal Chauhan, Pradeep Shenoy, Devarajan Sridharan
2023	J	`jnl`	Sifer: Overcoming simplicity bias in deep networks using a feature sieve. CoRR Rishabh Tiwari, Pradeep Shenoy
2023	J	`jnl`	Using Early Readouts to Mediate Featural Bias in Distillation. CoRR Rishabh Tiwari, Durga Sivasubramanian, Anmol Reddy Mekala, Ganesh Ramakrishnan, Pradeep Shenoy
2022	J	`jnl`	ALM-KD: Knowledge Distillation with noisy labels via adaptive loss mixing. CoRR Durga Sivasubramanian, Pradeep Shenoy, Prathosh AP, Ganesh Ramakrishnan
2022	A*	`conf`	FLOAT: Factorized Learning of Object Attributes for Improved Multi-object Multi-part Scene Parsing. CVPR Rishubh Singh, Pranav Gupta, Pradeep Shenoy, Ravikiran Sarvadevabhatla
2022	J	`jnl`	FLOAT: Factorized Learning of Object Attributes for Improved Multi-object Multi-part Scene Parsing. CoRR Rishubh Singh, Pranav Gupta, Pradeep Shenoy, Ravikiran Sarvadevabhatla
2022	A*	`conf`	GCR: Gradient Coreset based Replay Buffer Selection for Continual Learning. CVPR Rishabh Tiwari, Krishnateja Killamsetty, Rishabh K. Iyer, Pradeep Shenoy
2022	J	`jnl`	Interactive Concept Bottleneck Models. CoRR Kushal Chauhan, Rishabh Tiwari, Jan Freyberg, Pradeep Shenoy, Krishnamurthy Dvijotham
2022	J	`jnl`	Learning on non-stationary data with re-weighting. CoRR Nishant Jain, Pradeep Shenoy
2022	J	`jnl`	Matching options to tasks using Option-Indexed Hierarchical Reinforcement Learning. CoRR Kushal Chauhan, Soumya Chatterjee, Akash Reddy, Balaraman Ravindran, Pradeep Shenoy
2022	B	`conf`	Meta-Learning of Dynamic Policy Adjustments in Inhibitory Control Tasks. CogSci Soumya Chatterjee, Aakriti Kumar, Pradeep Shenoy
2022	J	`jnl`	Private and Efficient Meta-Learning with Low Rank and Sparse Decomposition. CoRR Soumyabrata Pal, Prateek Varshney, Prateek Jain, Abhradeep Guha Thakurta, Gagan Madan, Gaurav Aggarwal, Pradeep Shenoy, Gaurav Srivastava
2022	A*	`conf`	Robust outlier detection by de-biasing VAE likelihoods. CVPR Kushal Chauhan, Barath Mohan Umapathi, Pradeep Shenoy, Manish Gupta, Devarajan Sridharan
2022	J	`jnl`	Robustifying Deep Vision Models Through Shape Sensitization. CoRR Aditay Tripathi, Rishubh Singh, Anirban Chakraborty, Pradeep Shenoy
2022	J	`jnl`	Selective classification using a robust meta-learning approach. CoRR Nishant Jain, Pradeep Shenoy
2022	J	`jnl`	Shaken, and Stirred: Long-Range Dependencies Enable Robust Outlier Detection with PixelCNN++. CoRR Barath Mohan Umapathi, Kushal Chauhan, Pradeep Shenoy, Devarajan Sridharan
2021	J	`jnl`	Efficient remedies for outlier detection with variational autoencoders. CoRR Kushal Chauhan, Pradeep Shenoy, Manish Gupta, Devarajan Sridharan
2021	J	`jnl`	End-to-End Neuro-Symbolic Architecture for Image-to-Image Reasoning Tasks. CoRR Ananye Agarwal, Pradeep Shenoy, Mausam
2021	J	`jnl`	GCR: Gradient Coreset Based Replay Buffer Selection For Continual Learning. CoRR Rishabh Tiwari, Krishnateja Killamsetty, Rishabh K. Iyer, Pradeep Shenoy
2021	A*	`conf`	Model-Agnostic Fits for Understanding Information Seeking Patterns in Humans. AAAI Soumya Chatterjee, Pradeep Shenoy
2021	B	`conf`	Tracking what matters: A decision-variable account of human behavior in bandit tasks. CogSci Vishwajeet Agrawal, Pradeep Shenoy
2020	J	`jnl`	Model-agnostic Fits for Understanding Information Seeking Patterns in Humans. CoRR Soumya Chatterjee, Pradeep Shenoy
2013	B	`conf`	Rational preference shifts in multi-attribute choice: what is fair? CogSci Pradeep Shenoy, Angela J. Yu
2012	—	`conf`	Strategic Impatience in Go/NoGo versus Forced-Choice Decision-Making. NIPS Pradeep Shenoy, Angela J. Yu
2010	—	`conf`	A rational decision making framework for inhibitory control. NIPS Pradeep Shenoy, Rajesh P. N. Rao, Angela J. Yu
2008	J	`jnl`	Beyond the Gamma Band: The Role of High-Frequency Features in Movement Classification. IEEE Trans. Biomed. Eng. Kai J. Miller, Pradeep Shenoy, Marcel den Nijs, Larry B. Sorensen, Rajesh P. N. Rao, Jeffrey G. Ojemann
2008	A*	`conf`	Combining brain computer interfaces with vision for object categorization. CVPR Ashish Kapoor, Pradeep Shenoy, Desney S. Tan
2008	B	`conf`	Complementary computing for visual tasks: Meshing computer vision with human visual processing. FG Ashish Kapoor, Desney S. Tan, Pradeep Shenoy, Eric Horvitz
2008	A*	`conf`	Feasibility and pragmatics of classifying working memory load with an electroencephalograph. CHI David B. Grimes, Desney S. Tan, Scott E. Hudson, Pradeep Shenoy, Rajesh P. N. Rao
2008	J	`jnl`	Generalized Features for Electrocorticographic BCIs. IEEE Trans. Biomed. Eng. Pradeep Shenoy, Kai J. Miller, Jeffrey G. Ojemann, Rajesh P. N. Rao
2008	A*	`conf`	Human-aided computing: utilizing implicit human processing to classify images. CHI Pradeep Shenoy, Desney S. Tan
2008	J	`jnl`	Online Electromyographic Control of a Robotic Prosthesis. IEEE Trans. Biomed. Eng. Pradeep Shenoy, Kai J. Miller, Beau Crawford, Rajesh P. N. Rao
2007	J	`jnl`	Real-time functional brain mapping using electrocorticography. NeuroImage Kai J. Miller, Marcel den Nijs, Pradeep Shenoy, John W. Miller, Rajesh P. N. Rao, Jeffrey G. Ojemann
2005	A*	`conf`	Real-Time Classification of Electromyographic Signals for Robotic Control. AAAI Beau Crawford, Kai J. Miller, Pradeep Shenoy, Rajesh P. N. Rao
2004	—	`conf`	Dynamic Bayesian Networks for Brain-Computer Interfaces. NIPS Pradeep Shenoy, Rajesh P. N. Rao
2003	—	`conf`	Corpus-based Schema Matching. IIWeb Jayant Madhavan, Philip A. Bernstein, Kuang Chen, Alon Y. Halevy, Pradeep Shenoy
2003	—	`conf`	ROLEX: Relational On-Line Exchange with XML. SIGMOD Conference Philip Bohannon, Xin Dong, Sumit Ganguly, Henry F. Korth, Chengkai Li, P. P. S. Narayan, Pradeep Shenoy
2002	A*	`conf`	Exploiting Local Similarity for Indexing Paths in Graph-Structured Data. ICDE Raghav Kaushik, Pradeep Shenoy, Philip Bohannon, Ehud Gudes
2002	A*	`conf`	Optimizing View Queries in ROLEX to Support Navigable Result Trees. VLDB Philip Bohannon, Sumit Ganguly, Henry F. Korth, P. P. S. Narayan, Pradeep Shenoy
2002	A*	`conf`	Updates for Structure Indexes. VLDB Raghav Kaushik, Philip Bohannon, Jeffrey F. Naughton, Pradeep Shenoy
2000	J	`jnl`	Don't Trash your Intermediate Results, Cache 'em CoRR Prasan Roy, Krithi Ramamritham, S. Seshadri, Pradeep Shenoy, S. Sudarshan
2000	—	`conf`	Turbo-charging Vertical Mining of Large Databases. SIGMOD Conference Pradeep Shenoy, Jayant R. Haritsa, S. Sudarshan, Gaurav Bhalotia, Mayank Bawa, Devavrat Shah