Reddy, Abbavaram Gowtham

15 publications

ICLR 2025 Causal Order: The Key to Leveraging Imperfect Experts in Causal Inference Aniket Vashishtha, Abbavaram Gowtham Reddy, Abhinav Kumar, Saketh Bachu, Vineeth N. Balasubramanian, Amit Sharma

TMLR 2025 Efficient Vocabulary-Free Fine-Grained Visual Recognition in the Age of Multimodal LLMs Hari Chandana Kuchibhotla, Sai Srinivas Kancheti, Abbavaram Gowtham Reddy, Vineeth N. Balasubramanian

TMLR 2025 Semantic Alignment for Prompt-Tuning in Vision Language Models Hari Chandana Kuchibhotla, Sai Srinivas Kancheti, Abbavaram Gowtham Reddy, Vineeth N. Balasubramanian

ICML 2025 Teaching Transformers Causal Reasoning Through Axiomatic Training Aniket Vashishtha, Abhinav Kumar, Atharva Pandey, Abbavaram Gowtham Reddy, Kabir Ahuja, Vineeth N. Balasubramanian, Amit Sharma

ICLRW 2025 Teaching Transformers Causal Reasoning Through Axiomatic Training Aniket Vashishtha, Abhinav Kumar, Atharva Pandey, Abbavaram Gowtham Reddy, Kabir Ahuja, Vineeth N. Balasubramanian, Amit Sharma

NeurIPSW 2024 Causal Order: The Key to Leveraging Imperfect Experts in Causal Inference Aniket Vashishtha, Abbavaram Gowtham Reddy, Abhinav Kumar, Saketh Bachu, Vineeth N. Balasubramanian, Amit Sharma

NeurIPS 2024 Detecting and Measuring Confounding Using Causal Mechanism Shifts Abbavaram Gowtham Reddy, Vineeth N Balasubramanian

NeurIPSW 2024 Fine-Grained Visual Recognition in the Age of Multimodal LLMs Hari Chandana Kuchibhotla, Abbavaram Gowtham Reddy, Sai Srinivas Kancheti, Vineeth N. Balasubramanian

AAAI 2024 NESTER: An Adaptive Neurosymbolic Method for Causal Effect Estimation Abbavaram Gowtham Reddy, Vineeth N. Balasubramanian

ICMLW 2024 Teaching Transformers Causal Reasoning Through Axiomatic Training Aniket Vashishtha, Abhinav Kumar, Abbavaram Gowtham Reddy, Vineeth N. Balasubramanian, Amit Sharma

NeurIPSW 2024 Teaching Transformers Causal Reasoning Through Axiomatic Training Aniket Vashishtha, Abhinav Kumar, Atharva Pandey, Abbavaram Gowtham Reddy, Vineeth N. Balasubramanian, Amit Sharma

AAAI 2024 Towards Learning and Explaining Indirect Causal Effects in Neural Networks Abbavaram Gowtham Reddy, Saketh Bachu, Harsharaj Pathak, Benin Godfrey L, Varshaneya V, Vineeth N. Balasubramanian, Satyanarayan Kar

NeurIPSW 2022 Counterfactual Generation Under Confounding Abbavaram Gowtham Reddy, Saloni Dash, Amit Sharma, Vineeth N. Balasubramanian

ICML 2022 Matching Learned Causal Effects of Neural Networks with Domain Priors Sai Srinivas Kancheti, Abbavaram Gowtham Reddy, Vineeth N Balasubramanian, Amit Sharma

AAAI 2022 On Causally Disentangled Representations Abbavaram Gowtham Reddy, Benin Godfrey L, Vineeth N. Balasubramanian