Abbavaram Gowtham Reddy

24 papers A* 7C 1Journal 16
YearRankTypeTitle / Venue / Authors
2025 A* conf
Causal Order: The Key to Leveraging Imperfect Experts in Causal Inference.
ICLR
Aniket Vashishtha, Abbavaram Gowtham Reddy, Abhinav Kumar, Saketh Bachu, Vineeth N. Balasubramanian, Amit Sharma
2025 J jnl
Efficient Vocabulary-Free Fine-Grained Visual Recognition in the Age of Multimodal LLMs.
CoRR
Hari Chandana Kuchibhotla, Sai Srinivas Kancheti, Abbavaram Gowtham Reddy, Vineeth N. Balasubramanian
2025 J jnl
Efficient Vocabulary-Free Fine-Grained Visual Recognition in the Age of Multimodal LLMs.
Trans. Mach. Learn. Res.
Hari Chandana Kuchibhotla, Sai Srinivas Kancheti, Abbavaram Gowtham Reddy, Vineeth N. Balasubramanian
2025 J jnl
Semantic Alignment for Prompt-Tuning in Vision Language Models.
Trans. Mach. Learn. Res.
Hari Chandana Kuchibhotla, Sai Srinivas Kancheti, Abbavaram Gowtham Reddy, Vineeth N. Balasubramanian
2025 A* conf
Teaching Transformers Causal Reasoning through Axiomatic Training.
ICML
Aniket Vashishtha, Abhinav Kumar, Atharva Pandey, Abbavaram Gowtham Reddy, Kabir Ahuja, Vineeth N. Balasubramanian, Amit Sharma
2025 J jnl
When Shift Happens - Confounding Is to Blame.
CoRR
Abbavaram Gowtham Reddy, Celia Rubio-Madrigal, Rebekka Burkholz, Krikamol Muandet
2024 J jnl
Can Better Text Semantics in Prompt Tuning Improve VLM Generalization?
CoRR
Hari Chandana Kuchibhotla, Sai Srinivas Kancheti, Abbavaram Gowtham Reddy, Vineeth N. Balasubramanian
2024 J jnl
Debiasing Machine Unlearning with Counterfactual Examples.
CoRR
Ziheng Chen, Jia Wang, Jun Zhuang, Abbavaram Gowtham Reddy, Fabrizio Silvestri, Jin Huang, Kaushiki Nag, Kun Kuang, Xin Ning, Gabriele Tolomei
2024 A* conf
Detecting and Measuring Confounding Using Causal Mechanism Shifts.
NeurIPS
Abbavaram Gowtham Reddy, Vineeth N. Balasubramanian
2024 J jnl
Detecting and Measuring Confounding Using Causal Mechanism Shifts.
CoRR
Abbavaram Gowtham Reddy, Vineeth N. Balasubramanian
2024 A* conf
NESTER: An Adaptive Neurosymbolic Method for Causal Effect Estimation.
AAAI
Abbavaram Gowtham Reddy, Vineeth N. Balasubramanian
2024 J jnl
Teaching Transformers Causal Reasoning through Axiomatic Training.
CoRR
Aniket Vashishtha, Abhinav Kumar, Abbavaram Gowtham Reddy, Vineeth N. Balasubramanian, Amit Sharma
2024 A* conf
Towards Learning and Explaining Indirect Causal Effects in Neural Networks.
AAAI
Abbavaram Gowtham Reddy, Saketh Bachu, Harsharaj Pathak, Benin Godfrey L, Varshaneya V, Vineeth N. Balasubramanian, Satyanarayan Kar
2023 J jnl
Causal Inference Using LLM-Guided Discovery.
CoRR
Aniket Vashishtha, Abbavaram Gowtham Reddy, Abhinav Kumar, Saketh Bachu, Vineeth N. Balasubramanian, Amit Sharma
2023 J jnl
Learning Causal Attributions in Neural Networks: Beyond Direct Effects.
CoRR
Abbavaram Gowtham Reddy, Saketh Bachu, Harsharaj Pathak, Benin L. Godfrey, Vineeth N. Balasubramanian, Varshaneya V, Satya Narayanan Kar
2023 J jnl
Rethinking Counterfactual Data Augmentation Under Confounding.
CoRR
Abbavaram Gowtham Reddy, Saketh Bachu, Saloni Dash, Charchit Sharma, Amit Sharma, Vineeth N. Balasubramanian
2022 J jnl
Counterfactual Generation Under Confounding.
CoRR
Abbavaram Gowtham Reddy, Saloni Dash, Amit Sharma, Vineeth N. Balasubramanian
2022 J jnl
Estimating Treatment Effects using Neurosymbolic Program Synthesis.
CoRR
Abbavaram Gowtham Reddy, Vineeth N. Balasubramanian
2022 A* conf
Matching Learned Causal Effects of Neural Networks with Domain Priors.
ICML
Sai Srinivas Kancheti, Abbavaram Gowtham Reddy, Vineeth N. Balasubramanian, Amit Sharma
2022 A* conf
On Causally Disentangled Representations.
AAAI
Abbavaram Gowtham Reddy, Benin Godfrey L, Vineeth N. Balasubramanian
2021 J jnl
Causal Regularization Using Domain Priors.
CoRR
Abbavaram Gowtham Reddy, Sai Srinivas Kancheti, Vineeth N. Balasubramanian, Amit Sharma
2021 C conf
Causality in Neural Networks - An Extended Abstract.
AIES
Abbavaram Gowtham Reddy
2021 J jnl
Causality in Neural Networks - An Extended Abstract.
CoRR
Abbavaram Gowtham Reddy
2021 J jnl
On Causally Disentangled Representations.
CoRR
Abbavaram Gowtham Reddy, Benin Godfrey L, Vineeth N. Balasubramanian