Ameya Joshi - RankMe

40 papers A* 4B 1Journal 28Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Curious Case of Remarkable Resilience to Gradient Attacks via Fully Convolutional and Differentiable Front End with a Skip Connection. Trans. Mach. Learn. Res. Leonid Boytsov, Ameya Joshi, Filipe Condessa
2025	J	`jnl`	Search-contempt: a hybrid MCTS algorithm for training AlphaZero-like engines with better computational efficiency. CoRR Ameya Joshi
2024	J	`jnl`	A Curious Case of Remarkable Resilience to Gradient Attacks via Fully Convolutional and Differentiable Front End with a Skip Connection. CoRR Leonid Boytsov, Ameya Joshi, Filipe Condessa
2024	—	`conf`	Fast Certification of Vision-Language Models Using Incremental Randomized Smoothing. SaTML Ashutosh Nirala, Ameya Joshi, Soumik Sarkar, Chinmay Hegde
2024	J	`jnl`	Identity-Aware Facial Age Editing Using Latent Diffusion. IEEE Trans. Biom. Behav. Identity Sci. Sudipta Banerjee, Govind Mittal, Ameya Joshi, Sai Pranaswi Mullangi, Chinmay Hegde, Nasir D. Memon
2024	J	`jnl`	NeuFENet: neural finite element solutions with theoretical bounds for parametric PDEs. Eng. Comput. Biswajit Khara, Aditya Balu, Ameya Joshi, Soumik Sarkar, Chinmay Hegde, Adarsh Krishnamurthy, Baskar Ganapathysubramanian
2024	J	`jnl`	PriViT: Vision Transformers for Private Inference. Trans. Mach. Learn. Res. Naren Dhyani, Jianqiao Cambridge Mo, Patrick Yubeaton, Minsu Cho, Ameya Joshi, Siddharth Garg, Brandon Reagen, Chinmay Hegde
2024	J	`jnl`	Vision-Language Models Can Identify Distracted Driver Behavior From Naturalistic Videos. IEEE Trans. Intell. Transp. Syst. Md. Zahid Hasan, Jiajing Chen, Jiyang Wang, Mohammed Shaiqur Rahman, Ameya Joshi, Senem Velipasalar, Chinmay Hegde, Anuj Sharma, Soumik Sarkar
2023	J	`jnl`	Distributionally Robust Classification on a Data Budget. CoRR Benjamin Feuer, Ameya Joshi, Minh Pham, Chinmay Hegde
2023	J	`jnl`	Distributionally Robust Classification on a Data Budget. Trans. Mach. Learn. Res. Benjamin Feuer, Ameya Joshi, Minh Pham, Chinmay Hegde
2023	J	`jnl`	Fast Certification of Vision-Language Models Using Incremental Randomized Smoothing. CoRR Ashutosh Nirala, Ameya Joshi, Chinmay Hegde, Soumik Sarkar
2023	B	`conf`	Identity-Preserving Aging of Face Images via Latent Diffusion Models. IJCB Sudipta Banerjee, Govind Mittal, Ameya Joshi, Chinmay Hegde, Nasir D. Memon
2023	J	`jnl`	Identity-Preserving Aging of Face Images via Latent Diffusion Models. CoRR Sudipta Banerjee, Govind Mittal, Ameya Joshi, Chinmay Hegde, Nasir D. Memon
2023	J	`jnl`	PriViT: Vision Transformers for Fast Private Inference. CoRR Naren Dhyani, Jianqiao Mo, Minsu Cho, Ameya Joshi, Siddharth Garg, Brandon Reagen, Chinmay Hegde
2023	J	`jnl`	Vision-Language Models can Identify Distracted Driver Behavior from Naturalistic Videos. CoRR Md. Zahid Hasan, Jiajing Chen, Jiyang Wang, Mohammed Shaiqur Rahman, Ameya Joshi, Senem Velipasalar, Chinmay Hegde, Anuj Sharma, Soumik Sarkar
2023	J	`jnl`	ZeroForge: Feedforward Text-to-Shape Without 3D Supervision. CoRR Kelly O. Marshall, Minh Pham, Ameya Joshi, Anushrut Jignasu, Aditya Balu, Adarsh Krishnamurthy, Chinmay Hegde
2022	J	`jnl`	A Meta-Analysis of Distributionally-Robust Models. CoRR Benjamin Feuer, Ameya Joshi, Chinmay Hegde
2022	J	`jnl`	Caption supervision enables robust learners. CoRR Benjamin Feuer, Ameya Joshi, Chinmay Hegde
2022	J	`jnl`	Revisiting Self-Distillation. CoRR Minh Pham, Minsu Cho, Ameya Joshi, Chinmay Hegde
2022	A*	`conf`	Selective Network Linearization for Efficient Private Inference. ICML Minsu Cho, Ameya Joshi, Brandon Reagen, Siddharth Garg, Chinmay Hegde
2022	J	`jnl`	Selective Network Linearization for Efficient Private Inference. CoRR Minsu Cho, Ameya Joshi, Siddharth Garg, Brandon Reagen, Chinmay Hegde
2022	J	`jnl`	Smooth-Reduce: Leveraging Patches for Improved Certified Robustness. CoRR Ameya Joshi, Minh Pham, Minsu Cho, Leonid Boytsov, Filipe Condessa, J. Zico Kolter, Chinmay Hegde
2021	J	`jnl`	Adversarial Token Attacks on Vision Transformers. CoRR Ameya Joshi, Gauri Jagatap, Chinmay Hegde
2021	J	`jnl`	Adversarially Robust Learning via Entropic Regularization. Frontiers Artif. Intell. Gauri Jagatap, Ameya Joshi, Animesh Basak Chowdhury, Siddharth Garg, Chinmay Hegde
2021	A*	`conf`	Differentiable Spline Approximations. NeurIPS Minsu Cho, Aditya Balu, Ameya Joshi, Anjana Deva Prasad, Biswajit Khara, Soumik Sarkar, Baskar Ganapathysubramanian, Adarsh Krishnamurthy, Chinmay Hegde
2021	J	`jnl`	Differentiable Spline Approximations. CoRR Minsu Cho, Aditya Balu, Ameya Joshi, Anjana Deva Prasad, Biswajit Khara, Soumik Sarkar, Baskar Ganapathysubramanian, Adarsh Krishnamurthy, Chinmay Hegde
2021	J	`jnl`	Fast inverse design of microstructures via generative invariance networks. Nat. Comput. Sci. Xian Yeow Lee, Joshua R. Waite, Chih-Hsuan Yang, Balaji Sesha Sarath Pokuri, Ameya Joshi, Aditya Balu, Chinmay Hegde, Baskar Ganapathysubramanian, Soumik Sarkar
2021	J	`jnl`	NeuFENet: Neural Finite Element Solutions with Theoretical Bounds for Parametric PDEs. CoRR Biswajit Khara, Aditya Balu, Ameya Joshi, Soumik Sarkar, Chinmay Hegde, Adarsh Krishnamurthy, Baskar Ganapathysubramanian
2020	—	`conf`	Deep Generative Models that Solve PDEs: Distributed Computing for Training Large Data-Free Models. MLHPC/AI4S@SC Sergio Botelho, Ameya Joshi, Biswajit Khara, Vinay Rao, Soumik Sarkar, Chinmay Hegde, Santi Adavani, Baskar Ganapathysubramanian
2020	J	`jnl`	Deep Generative Models that Solve PDEs: Distributed Computing for Training Large Data-Free Models. CoRR Sergio Botelho, Ameya Joshi, Biswajit Khara, Soumik Sarkar, Chinmay Hegde, Santi Adavani, Baskar Ganapathysubramanian
2020	J	`jnl`	ESPN: Extremely Sparse Pruned Networks. CoRR Minsu Cho, Ameya Joshi, Chinmay Hegde
2020	A*	`conf`	InvNet: Encoding Geometric and Statistical Invariances in Deep Generative Models. AAAI Ameya Joshi, Minsu Cho, Viraj Shah, Balaji Sesha Sarath Pokuri, Soumik Sarkar, Baskar Ganapathysubramanian, Chinmay Hegde
2019	—	`conf`	Attribute-Controlled Traffic Data Augmentation Using Conditional Generative Models. CVPR Workshops Amitangshu Mukherjee, Ameya Joshi, Soumik Sarkar, Chinmay Hegde
2019	J	`jnl`	Encoding Invariances in Deep Generative Models. CoRR Viraj Shah, Ameya Joshi, Sambuddha Ghosal, Balaji Sesha Sarath Pokuri, Soumik Sarkar, Baskar Ganapathysubramanian, Chinmay Hegde
2019	A*	`conf`	Semantic Adversarial Attacks: Parametric Transformations That Fool Deep Classifiers. ICCV Ameya Joshi, Amitangshu Mukherjee, Soumik Sarkar, Chinmay Hegde
2019	J	`jnl`	Semantic Adversarial Attacks: Parametric Transformations That Fool Deep Classifiers. CoRR Ameya Joshi, Amitangshu Mukherjee, Soumik Sarkar, Chinmay Hegde
2018	—	`conf`	Detection of diabetic macular edema in optical coherence tomography scans using patch based deep learning. ISBI Abhishek Vahadane, Ameya Joshi, Kiran Madan, Tathagato Rai Dastidar
2018	—	`conf`	Weakly supervised fluid filled region localization in retinal OCT scans. ISBI Shahrukh Athar, Abhishek Vahadane, Ameya Joshi, Tathagato Rai Dastidar
2014	—	`conf`	Selective visualization of anomalies in fundus images via sparse and low rank decomposition. SIGGRAPH Posters Amol Mahurkar, Ameya Joshi, Naren Nallapareddy, Pradyumna Reddy, Micha Feigin, Achuta Kadambi, Ramesh Raskar
2010	—	`conf`	Real Time Video Adaptation in Next Generation Networks. NGMAST Alhad Kuwadekar, Ameya Joshi, Khalid Al-Begain