Gaurav Pandey
14 papers · 2014–2025 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (36) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
π§
Keyword Pioneer
π
Keyword Trendsetter Combo
(4)
ποΈ
Keyword Collector
(87)
π
Trend Setter
π
Century Club Β· Bronze
β
The Questioner
Top co-authors
Research topics
Machine Learning
(10)
Artificial Intelligence
(7)
Deep Learning
(6)
Natural Language Processing
(6)
Core AI
(6)
Generation
(6)
Architectures
(5)
Core Methods
(5)
Optimization & Theory
(5)
Application Areas
(3)
Learning Types Β· Machine Learning
(3)
Learning Types Β· Deep Learning
(3)
Applications
(2)
Computer Vision
(1)
Analysis
(1)
Keywords
text generation
(2)
neural network
(2)
data augmentation
(2)
retrieval-augmented generation
(2)
response generation
(2)
dialogue system
(2)
sequence to sequence
(2)
object recognition
(1)
embedding space
(1)
bayesian nonparametrics
(1)
topic modeling
(1)
information retrieval
(1)
multimodal learning
(1)
supervised learning
(1)
transfer learning
(1)
deep learning
(1)
sensor fusion
(1)
document retrieval
(1)
mutual information
(1)
autonomous driving
(1)
Papers
Systematic Knowledge Injection into Large Language Models via Diverse Augmentation for Domain-Specific RAG
NAACL 2025
BRAIn: Bayesian Reward-conditioned Amortized Inference for natural language generation from feedback
ICML 2024
HealthAlignSumm : Utilizing Alignment for Multimodal Summarization of Code-Mixed Healthcare Dialogues
EMNLP 2024
RGB-X Object Detection via Scene-Specific Fusion Modules
WACV 2024
Gaining Insights into Unrecognized User Utterances in Task-Oriented Dialog Systems
EMNLP 2022
Mix-and-Match: Scalable Dialog Response Retrieval using Gaussian Mixture Embeddings
EMNLP 2022
Variational Learning for Unsupervised Knowledge Grounded Dialogs
IJCAI 2022
Simulated Chats for Building Dialog Systems: Learning to Generate Conversations from Instructions
EMNLP 2021
Agent Assist through Conversation Analysis
EMNLP 2020
Mask & Focus: Conversation Modelling by Learning Concepts
AAAI 2020
Exemplar Encoder-Decoder for Neural Conversation Generation
ACL 2018
On collapsed representation of hierarchical Completely Random Measures
ICML 2016
Learning by Stretching Deep Networks
ICML 2014
To go deep or wide in learning?
AISTATS 2014