Sanjay Krishna Gouda
5 papers · 2023–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(19)
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Hot Topic Early Bird
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Mega-Team · Squad
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Research topics
Machine Learning
(5)
Deep Learning
(4)
Application Areas
(4)
Artificial Intelligence
(3)
Natural Language Processing
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Optimization & Theory
(2)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Resources & Methods
(1)
Keywords
code generation
(2)
benchmark evaluation
(1)
adversarial learning
(1)
code completion
(1)
model robustness
(1)
data augmentation
(1)
token alignment
(1)
adversarial training
(1)
generative model
(1)
batch processing
(1)
kv cache
(1)
speculative decoding
(1)
language model inference
(1)
latency optimization
(1)
gpu optimization
(1)
robust training
(1)
few-shot prompting
(1)
code translation
(1)
multilingual programming
(1)
batched processing
(1)
Papers
BASS: Batched Attention-optimized Speculative Sampling
ACL 2024
Bifurcated Attention for Single-Context Large-Batch Sampling
ICML 2024
CodeFort: Robust Training for Code Generation Models
EMNLP 2024
Token Alignment via Character Matching for Subword Completion
ACL 2024
Multi-lingual Evaluation of Code Generation Models
ICLR 2023