Rambhatla, Sirisha

16 publications

ICCV 2025 LOCATEdit: Graph Laplacian Optimized Cross Attention for Localized Text-Guided Image Editing Achint Soni, Meet Soni, Sirisha Rambhatla

NeurIPS 2025 SubTrack++ : Gradient Subspace Tracking for Scalable LLM Training Sahar Rajabi, Nayeema Nonta, Sirisha Rambhatla

NeurIPSW 2024 Accelerating Memory-Efficient LLM Training and Fine-Tuning via Tracking the Gradient Subspace Sahar Rajabi, Sirisha Rambhatla

NeurIPSW 2024 Enhancing Fine-Tuning Efficiency of LLMs Through Gradient Subspace Tracking Sahar Rajabi, Sirisha Rambhatla

NeurIPSW 2024 LangDA: Language-Guided Domain Adaptive Semantic Segmentation Chang Liu, Saad Hossain, C Thomas, Kwei-Herng Lai, Raviteja Vemulapalli, Sirisha Rambhatla, Alexander Wong

NeurIPSW 2024 Memory-Efficient Large Language Model (LLM) Training and Fine-Tuning via Gradient Subspace Tracking Sahar Rajabi, Sirisha Rambhatla

NeurIPSW 2024 Optimizing Fine-Tuning Efficiency: Gradient Subspace Tracking on Grassmann Manifolds for Large Language Models Sahar Rajabi, Sirisha Rambhatla

NeurIPS 2024 Seeing Beyond the Crop: Using Language Priors for Out-of-Bounding Box Keypoint Prediction Bavesh Balaji, Jerrin Bright, Yuhao Chen, Sirisha Rambhatla, John S. Zelek, David Anthony Clausi

ICML 2024 Why Do Variational Autoencoders Really Promote Disentanglement? Pratik Bhowal, Achint Soni, Sirisha Rambhatla

NeurIPSW 2023 Are All Classes Created Equal? Domain Generalization for Domain-Linked Classes Kimathi Kaai, Saad Hossain, Sirisha Rambhatla

AAAI 2022 I-SEA: Importance Sampling and Expected Alignment-Based Deep Distance Metric Learning for Time Series Analysis and Embedding Sirisha Rambhatla, Zhengping Che, Yan Liu

WACV 2021 Interpretable and Trustworthy Deepfake Detection via Dynamic Prototypes Loc Trinh, Michael Tsang, Sirisha Rambhatla, Yan Liu

IJCAI 2021 Physics-Aware Spatiotemporal Modules with Auxiliary Tasks for Meta-Learning Sungyong Seo, Chuizheng Meng, Sirisha Rambhatla, Yan Liu

NeurIPS 2020 How Does This Interaction Affect Me? Interpretable Attribution for Feature Interactions Michael Tsang, Sirisha Rambhatla, Yan Liu

NeurIPS 2020 Provable Online CP/PARAFAC Decomposition of a Structured Tensor via Dictionary Learning Sirisha Rambhatla, Xingguo Li, Jarvis Haupt

ICLR 2019 NOODL: Provable Online Dictionary Learning and Sparse Coding Sirisha Rambhatla, Xingguo Li, Jarvis Haupt