Aishwarya Kamath
8 papers · 2018–2023 · 7 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (25) 🐣 Hot Topic Early Bird
🧬
Topic Evolution
🧭
Keyword Pioneer
🌟
Keyword Trendsetter Combo
(4)
🗃️
Keyword Collector
(53)
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Artificial Intelligence
(7)
Deep Learning
(4)
Machine Learning
(4)
Natural Language Processing
(4)
Core AI
(4)
Resources & Methods
(4)
Computer Vision
(3)
Learning Paradigms
(3)
Learning Types
(3)
Reinforcement Learning
(1)
Analysis
(1)
Application Areas
(1)
Applications · Natural Language Processing
(1)
Applications · Computer Vision
(1)
Applications · Reinforcement Learning
(1)
Keywords
transfer learning
(2)
object detection
(2)
multimodal learning
(2)
cross-lingual transfer
(2)
imitation learning
(1)
natural language understanding
(1)
zero-shot learning
(1)
visual question answering
(1)
multi-task learning
(1)
knowledge distillation
(1)
semantic similarity
(1)
parameter efficient
(1)
structured prediction
(1)
model adaptation
(1)
adversarial learning
(1)
distributional semantics
(1)
transformer architecture
(1)
parameter-efficient fine-tuning
(1)
zero-shot transfer
(1)
model compression
(1)
Papers
A New Path: Scaling Vision-and-Language Navigation With Synthetic Instructions and Imitation Learning
CVPR 2023
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone
NeurIPS 2022
xGQA: Cross-Lingual Visual Question Answering
ACL 2022
AdapterFusion: Non-Destructive Task Composition for Transfer Learning
EACL 2021
MDETR - Modulated Detection for End-to-End Multi-Modal Understanding
ICCV 2021
AdapterHub: A Framework for Adapting Transformers
EMNLP 2020
Specializing Distributional Vectors of All Words for Lexical Entailment
ACL 2019
Training Structured Prediction Energy Networks with Indirect Supervision
NAACL 2018