no code implementations • 13 May 2024 • Hari Chandana Kuchibhotla, Sai Srinivas Kancheti, Abbavaram Gowtham Reddy, Vineeth N Balasubramanian
Going beyond mere fine-tuning of vision-language models (VLMs), learnable prompt tuning has emerged as a promising, resource-efficient alternative.
no code implementations • 24 Nov 2021 • Sai Srinivas Kancheti, Abbavaram Gowtham Reddy, Vineeth N Balasubramanian, Amit Sharma
A trained neural network can be interpreted as a structural causal model (SCM) that provides the effect of changing input variables on the model's output.
1 code implementation • 26 Apr 2021 • Pranoy Panda, Sai Srinivas Kancheti, Vineeth N Balasubramanian
We formulate a causal extension to the recently introduced paradigm of instance-wise feature selection to explain black-box visual classifiers.
no code implementations • 24 Oct 2020 • Radhika Dua, Sai Srinivas Kancheti, Vineeth N Balasubramanian
To take this a step forward, we introduce a new task: ViQAR (Visual Question Answering and Reasoning), wherein a model must generate the complete answer and a rationale that seeks to justify the generated answer.