Avishek Joey Bose
8 papers · 2018–2024 · 3 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (20)
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Keyword Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(7)
Deep Learning
(6)
Core Methods
(4)
Models
(4)
Artificial Intelligence
(3)
Learning Types Β· Machine Learning
(3)
Optimization & Theory
(3)
Knowledge & Reasoning
(2)
Application Areas
(2)
Core AI
(2)
Learning Types Β· Deep Learning
(2)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Architectures
(1)
Generation
(1)
Keywords
generative model
(3)
flow matching
(3)
knowledge graph embedding
(2)
representation learning
(2)
contrastive learning
(2)
negative sampling
(2)
riemannian metric
(1)
trajectory inference
(1)
preference optimization
(1)
protein design
(1)
graph embedding
(1)
riemannian geometry
(1)
domain generalization
(1)
fisher-rao metric
(1)
reinforcement learning from human feedback
(1)
knowledge graph
(1)
graph structure
(1)
reward model
(1)
model collapse
(1)
adversarial learning
(1)
Papers
Fisher Flow Matching for Generative Modeling over Discrete Data
NeurIPS 2024
Metric Flow Matching for Smooth Interpolations on the Data Manifold
NeurIPS 2024
Self-Consuming Generative Models with Curated Data Provably Optimize Human Preferences
NeurIPS 2024
Sequence-Augmented SE(3)-Flow Matching For Conditional Protein Generation
NeurIPS 2024
Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path Grounding
EMNLP 2021
Structure Aware Negative Sampling in Knowledge Graphs
EMNLP 2020
A Cross-Domain Transferable Neural Coherence Model
ACL 2019
Adversarial Contrastive Estimation
ACL 2018