Gaurav Menghani

16 papers A* 4Journal 11Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	GUIDE: Guided Initialization and Distillation of Embeddings. CoRR Khoa Trinh, Gaurav Menghani, Erik Vee
2025	A*	`conf`	LAuReL: Learned Augmented Residual Layer. ICML Gaurav Menghani, Ravi Kumar, Sanjiv Kumar
2024	J	`jnl`	LAuReL: Learned Augmented Residual Layer. CoRR Gaurav Menghani, Ravi Kumar, Sanjiv Kumar
2023	J	`jnl`	Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and Better. ACM Comput. Surv. Gaurav Menghani
2023	A*	`conf`	Robust Active Distillation. ICLR Cenk Baykal, Khoa Trinh, Fotis Iliopoulos, Gaurav Menghani, Erik Vee
2023	A*	`conf`	SLaM: Student-Label Mixing for Distillation with Unlabeled Examples. NeurIPS Vasilis Kontonis, Fotis Iliopoulos, Khoa Trinh, Cenk Baykal, Gaurav Menghani, Erik Vee
2023	J	`jnl`	SLaM: Student-Label Mixing for Semi-Supervised Knowledge Distillation. CoRR Vasilis Kontonis, Fotis Iliopoulos, Khoa Trinh, Cenk Baykal, Gaurav Menghani, Erik Vee
2022	J	`jnl`	Robust Active Distillation. CoRR Cenk Baykal, Khoa Trinh, Fotis Iliopoulos, Gaurav Menghani, Erik Vee
2022	A*	`conf`	Weighted Distillation with Unlabeled Examples. NeurIPS Fotis Iliopoulos, Vasilis Kontonis, Cenk Baykal, Gaurav Menghani, Khoa Trinh, Erik Vee
2022	J	`jnl`	Weighted Distillation with Unlabeled Examples. CoRR Fotis Iliopoulos, Vasilis Kontonis, Cenk Baykal, Gaurav Menghani, Khoa Trinh, Erik Vee
2021	J	`jnl`	Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and Better. CoRR Gaurav Menghani
2021	J	`jnl`	Fast Bitmap Fit: A CPU Cache Line friendly memory allocator for single object allocations. CoRR Dhruv Mátáni, Gaurav Menghani
2020	J	`jnl`	An Easy-to-Use-and-Deploy Grid Computing Framework. CoRR Gaurav Menghani, Anil Harwani, Yash Londhe, Kalpesh Kagresha
2019	J	`jnl`	A Simple Solution to the Level-Ancestor Problem. CoRR Gaurav Menghani, Dhruv Mátáni
2019	J	`jnl`	Learning from a Teacher using Unlabeled Data. CoRR Gaurav Menghani, Sujith Ravi
2013	—	`conf`	Avoiding Locks and Atomic Instructions in Shared-Memory Parallel BFS Using Optimistic Parallelization. IPDPS Workshops Jesmin Jahan Tithi, Dhruv Mátáni, Gaurav Menghani, Rezaul Alam Chowdhury