Isha Garg - RankMe

28 papers A* 4B 1Misc 1Journal 20Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Revealing the Utilized Rank of Subspaces of Learning in Neural Networks. AAAI Spring Symposia Isha Garg, Christian Koguchi, Eshan Verma, Daniel Ulbricht
2024	J	`jnl`	Encoding Hierarchical Information in Neural Networks Helps in Subpopulation Shift. IEEE Trans. Artif. Intell. Amitangshu Mukherjee, Isha Garg, Kaushik Roy
2024	A*	`conf`	Memorization Through the Lens of Curvature of Loss Function Around Samples. ICML Isha Garg, Deepak Ravikumar, Kaushik Roy
2024	J	`jnl`	Pruning for Improved ADC Efficiency in Crossbar-based Analog In-memory Accelerators. CoRR Timur Ibrayev, Isha Garg, Indranil Chakraborty, Kaushik Roy
2024	J	`jnl`	Revealing the Utilized Rank of Subspaces of Learning in Neural Networks. CoRR Isha Garg, Christian Koguchi, Eshan Verma, Daniel Ulbricht
2024	J	`jnl`	TOFU: Toward Obfuscated Federated Updates by Encoding Weight Updates Into Gradients From Proxy Data. IEEE Access Manish Nagaraj, Isha Garg, Kaushik Roy
2023	J	`jnl`	Intra-Class Mixup for Out-of-Distribution Detection. IEEE Access Deepak Ravikumar, Sangamesh Kodge, Isha Garg, Kaushik Roy
2023	J	`jnl`	Memorization Through the Lens of Curvature of Loss Function Around Samples. CoRR Isha Garg, Kaushik Roy
2023	A*	`conf`	Samples with Low Loss Curvature Improve Data Efficiency. CVPR Isha Garg, Kaushik Roy
2023	J	`jnl`	TREND: Transferability-Based Robust ENsemble Design. IEEE Trans. Artif. Intell. Deepak Ravikumar, Sangamesh Kodge, Isha Garg, Kaushik Roy
2022	J	`jnl`	TOFU: Towards Obfuscated Federated Updates by Encoding Weight Updates into Gradients from Proxy Data. CoRR Isha Garg, Manish Nagaraj, Kaushik Roy
2021	A*	`conf`	DCT-SNN: Using DCT to Distribute Spatial Information over Time for Low-Latency Spiking Neural Networks. ICCV Isha Garg, Sayeed Shafayet Chowdhury, Kaushik Roy
2021	J	`jnl`	Encoding Hierarchical Information in Neural Networks helps in Subpopulation Shift. CoRR Amitangshu Mukherjee, Isha Garg, Kaushik Roy
2021	A*	`conf`	Gradient Projection Memory for Continual Learning. ICLR Gobinda Saha, Isha Garg, Kaushik Roy
2021	J	`jnl`	Gradient Projection Memory for Continual Learning. CoRR Gobinda Saha, Isha Garg, Kaushik Roy
2021	J	`jnl`	SPACE: Structured Compression and Sharing of Representational Space for Continual Learning. IEEE Access Gobinda Saha, Isha Garg, Aayush Ankit, Kaushik Roy
2021	B	`conf`	Spatio-Temporal Pruning and Quantization for Low-latency Spiking Neural Networks. IJCNN Sayeed Shafayet Chowdhury, Isha Garg, Kaushik Roy
2021	J	`jnl`	Spatio-Temporal Pruning and Quantization for Low-latency Spiking Neural Networks. CoRR Sayeed Shafayet Chowdhury, Isha Garg, Kaushik Roy
2020	J	`jnl`	A Low Effort Approach to Structured CNN Design Using PCA. IEEE Access Isha Garg, Priyadarshini Panda, Kaushik Roy
2020	J	`jnl`	Constructing energy-efficient mixed-precision neural networks through principal component analysis for edge intelligence. Nat. Mach. Intell. Indranil Chakraborty, Deboleena Roy, Isha Garg, Aayush Ankit, Kaushik Roy
2020	J	`jnl`	DCT-SNN: Using DCT to Distribute Spatial Information over Time for Learning Low-Latency Spiking Neural Networks. CoRR Isha Garg, Sayeed Shafayet Chowdhury, Kaushik Roy
2020	J	`jnl`	Exploring Vicinal Risk Minimization for Lightweight Out-of-Distribution Detection. CoRR Deepak Ravikumar, Sangamesh Kodge, Isha Garg, Kaushik Roy
2020	J	`jnl`	Structured Compression and Sharing of Representational Space for Continual Learning. CoRR Gobinda Saha, Isha Garg, Aayush Ankit, Kaushik Roy
2020	J	`jnl`	TREND: Transferability based Robust ENsemble Design. CoRR Deepak Ravikumar, Sangamesh Kodge, Isha Garg, Kaushik Roy
2019	J	`jnl`	PCA-driven Hybrid network design for enabling Intelligence at the Edge. CoRR Indranil Chakraborty, Deboleena Roy, Isha Garg, Aayush Ankit, Kaushik Roy
2018	J	`jnl`	A Low Effort Approach to Structured CNN Design Using PCA. CoRR Isha Garg, Priyadarshini Panda, Kaushik Roy
2015	Misc	`conf`	On-the-Fly Donut Formation in Compiled Memory. VLSID Darvinder Singh, Isha Garg, Vineet Sachan, Prasanna Nalawar
2013	—	`conf`	Estimation of SNM in latches and subsequent formation of a 10T CNFET bitcell. WISES Isha Garg, Prakhar Sharma