Sachin Mehta
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
30
Venues
14
Active years
2014–2025
Best venue rank
A*
Where they publish
Papers
30 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ACL | TiC-LM: A Web-Scale Benchmark for Time-Continual LLM Pretraining. | Jeffrey Li, Mohammadreza Armandpour, Iman Mirzadeh, Sachin Mehta, Vaishaal Shankar, Raviteja Vemulapalli, Samy Bengio, Oncel Tuzel, Mehrdad Farajtabar, Hadi Pouransari, Fartash Faghri |
| 2025 | ICLR | SeedLM: Compressing LLM Weights into Seeds of Pseudo-Random Generators. | Rasoul Shafipour, David Harrison, Maxwell Horton, Jeffrey Marker, Houman Bedayat, Sachin Mehta, Mohammad Rastegari, Mahyar Najibi, Saman Naderiparizi |
| 2025 | ICML | CtrlSynth: Controllable Image Text Synthesis for Data-Efficient Multimodal Learning. | Qingqing Cao, Mahyar Najibi, Sachin Mehta |
| 2024 | CVPR | SAM-CLIP: Merging Vision Foundation Models towards Semantic and Spatial Understanding. | Haoxiang Wang, Pavan Kumar Anasosalu Vasu, Fartash Faghri, Raviteja Vemulapalli, Mehrdad Farajtabar, Sachin Mehta, Mohammad Rastegari, Oncel Tuzel, Hadi Pouransari |
| 2024 | ICLR | TiC-CLIP: Continual Training of CLIP Models. | Saurabh Garg, Mehrdad Farajtabar, Hadi Pouransari, Raviteja Vemulapalli, Sachin Mehta, Oncel Tuzel, Vaishaal Shankar, Fartash Faghri |
| 2024 | ICLR | ReLU Strikes Back: Exploiting Activation Sparsity in Large Language Models. | Iman Mirzadeh, Keivan Alizadeh-Vahid, Sachin Mehta, Carlo C. del Mundo, Oncel Tuzel, Golnoosh Samei, Mohammad Rastegari, Mehrdad Farajtabar |
| 2024 | ICML | Knowledge Transfer from Vision Foundation Models for Efficient Training of Small Task-specific Models. | Raviteja Vemulapalli, Hadi Pouransari, Fartash Faghri, Sachin Mehta, Mehrdad Farajtabar, Mohammad Rastegari, Oncel Tuzel |
| 2023 | EMNLP | SHARCS: Efficient Transformers Through Routing with Dynamic Width Sub-networks. | Mohammadreza Salehi, Sachin Mehta, Aditya Kusupati, Ali Farhadi, Hannaneh Hajishirzi |
| 2023 | ICCV | Reinforce Data, Multiply Impact: Improved Model Accuracy and Robustness with Dataset Reinforcement. | Fartash Faghri, Hadi Pouransari, Sachin Mehta, Mehrdad Farajtabar, Ali Farhadi, Mohammad Rastegari, Oncel Tuzel |
| 2022 | ECCV | SPIN: An Empirical Evaluation on Sharing Parameters of Isotropic Networks. | Chien-Yu Lin, Anish Prabhu, Thomas Merth, Sachin Mehta, Anurag Ranjan, Maxwell Horton, Mohammad Rastegari |
| 2022 | ETRA | Calibration Error Prediction: Ensuring High-Quality Mobile Eye-Tracking. | Beibin Li, James C. Snider, Quan Wang, Sachin Mehta, Claire E. Foster, Erin Barney, Linda G. Shapiro, Pamela Ventola, Frederick Shic |
| 2022 | ICLR | MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer. | Sachin Mehta, Mohammad Rastegari |
| 2021 | ASSETS | Collecting Sidewalk Network Data at Scale for Accessible Pedestrian Travel. | Yuxiang Zhang, Sachin Mehta, Anat Caspi |
| 2021 | EMNLP | Iconary: A Pictionary-Based Game for Testing Multimodal Communication with Drawings and Text. | Christopher Clark, Jordi Salvador, Dustin Schwenk, Derrick Bonafilia, Mark Yatskar, Eric Kolve, Alvaro Herrasti, Jonghyun Choi, Sachin Mehta, Sam Skjonsberg, Carissa Schoenick, Aaron Sarnat, Hannaneh Hajishirzi, Aniruddha Kembhavi, Oren Etzioni, Ali Farhadi |
| 2021 | ICLR | DeLighT: Deep and Light-weight Transformer. | Sachin Mehta, Marjan Ghazvininejad, Srinivasan Iyer, Luke Zettlemoyer, Hannaneh Hajishirzi |
| 2020 | EMNLP | MedICaT: A Dataset of Medical Images, Captions, and Textual References. | Sanjay Subramanian, Lucy Lu Wang, Ben Bogin, Sachin Mehta, Madeleine van Zuylen, Sravanthi Parasa, Sameer Singh, Matt Gardner, Hannaneh Hajishirzi |
| 2020 | ICLR | DeFINE: Deep Factorized Input Token Embeddings for Neural Sequence Modeling. | Sachin Mehta, Rik Koncel-Kedziorski, Mohammad Rastegari, Hannaneh Hajishirzi |
| 2020 | ICPR | Classifying Breast Histopathology Images with a Ductal Instance-Oriented Pipeline. | Beibin Li, Ezgi Mercan, Sachin Mehta, Stevan Knezevich, Corey W. Arnold, Donald L. Weaver, Joann G. Elmore, Linda G. Shapiro |
| 2020 | ICPR | Leveraging Unlabeled Data for Glioma Molecular Subtype and Survival Prediction. | Nicholas Nuechterlein, Beibin Li, Mehmet Saygin Seyfioglu, Sachin Mehta, Patrick J. Cimino, Linda G. Shapiro |
| 2019 | CVPR | ESPNetv2: A Light-Weight, Power Efficient, and General Purpose Convolutional Neural Network. | Sachin Mehta, Mohammad Rastegari, Linda G. Shapiro, Hannaneh Hajishirzi |
| 2019 | ICIP | A Facial Affect Analysis System for Autism Spectrum Disorder. | Beibin Li, Sachin Mehta, Deepali Aneja, Claire E. Foster, Pamela Ventola, Frederick Shic, Linda G. Shapiro |
| 2018 | ECCV | ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation. | Sachin Mehta, Mohammad Rastegari, Anat Caspi, Linda G. Shapiro, Hannaneh Hajishirzi |
| 2018 | EMNLP | Pyramidal Recurrent Unit for Language Modeling. | Sachin Mehta, Rik Koncel-Kedziorski, Mohammad Rastegari, Hannaneh Hajishirzi |
| 2018 | ICPRAM | Automated Diagnosis of Breast Cancer and Pre-invasive Lesions on Digital Whole Slide Images. | Ezgi Mercan, Sachin Mehta, Jamen Bartlett, Donald L. Weaver, Joann G. Elmore, Linda G. Shapiro |
| 2018 | MICCAI | Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images. | Sachin Mehta, Ezgi Mercan, Jamen Bartlett, Donald L. Weaver, Joann G. Elmore, Linda G. Shapiro |
| 2018 | MICCAI | 3D-ESPNet with Pyramidal Refinement for Volumetric Brain Tumor Image Segmentation. | Nicholas Nuechterlein, Sachin Mehta |
| 2018 | WACV | DeepSolarEye: Power Loss Prediction and Weakly Supervised Soiling Localization via Fully Convolutional Networks for Solar Panels. | Sachin Mehta, Amar P. Azad, Saneem A. Chemmengath, Vikas Raykar, Shivkumar Kalyanaraman |
| 2018 | WACV | Learning to Segment Breast Biopsy Whole Slide Images. | Sachin Mehta, Ezgi Mercan, Jamen Bartlett, Donald L. Weaver, Joann G. Elmore, Linda G. Shapiro |
| 2016 | WACV | Region graph based method for multi-object detection and tracking using depth cameras. | Sachin Mehta, Balakrishnan Prabhakaran |
| 2014 | ICIP | 3D content fingerprinting. | Sachin Mehta, Balakrishnan Prabhakaran |