25 citations · 44 across the 8 of their papers we have counts for
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Aligning Non-Causal Factors for Transformer-Based Source-Free Domain Adaptation
Sunandini Sanyal, Ashish Ramayee Asokan, Suvaansh Bhambri +4
Conventional domain adaptation algorithms aim to achieve better generalization by aligning only the task-discriminative causal factors between a source and target domain. However,…
Domain-Specificity Inducing Transformers for Source-Free Domain Adaptation
Sunandini Sanyal, Ashish Ramayee Asokan, Suvaansh Bhambri +3
Conventional Domain Adaptation (DA) methods aim to learn domain-invariant feature representations to improve the target adaptation performance. However, we motivate that domain-spe…
Multi-Level Compositional Reasoning for Interactive Instruction Following
Suvaansh Bhambri, Byeonghwi Kim, Jonghyun Choi
Robotic agents performing domestic chores by natural language directives are required to master the complex job of navigating environment and interacting with objects in the enviro…