Samyadeep Basu
17 papers · 2020–2026 · 8 venues · across top CS/AI venues
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Research topics
Artificial Intelligence
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Machine Learning
(9)
Deep Learning
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Learning Types Β· Deep Learning
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Computer Vision
(4)
Application Areas
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Natural Language Processing
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few-shot learning
(4)
influence function
(2)
text-to-image model
(2)
vision transformer
(2)
contrastive learning
(2)
transfer learning
(2)
vision-language model
(2)
image classification
(2)
multimodal learning
(2)
chain-of-thought reasoning
(1)
question answering
(1)
knowledge editing
(1)
domain adaptation
(1)
knowledge distillation
(1)
text-to-image generation
(1)
visual question answering
(1)
image editing
(1)
model architecture
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bias detection
(1)
factual knowledge
(1)
Papers
A Survey on LLM-based Conversational User Simulation
EACL 2026
Decomposition-Enhanced Training for Post-Hoc Attributions in Language Models
EACL 2026
SliderEdit: Continuous Image Editing with Fine-Grained Instruction Control
CVPR 2026
A Closer Look at Bias and Chain-of-Thought Faithfulness of Large (Vision) Language Models
EMNLP 2025
Rethinking Artistic Copyright Infringements In the Era Of Text-to-Image Generative Models
ICLR 2025
Decomposing and Interpreting Image Representations via Text in ViTs Beyond CLIP
NeurIPS 2024
Distilling Knowledge from Text-to-Image Generative Models Improves Visio-Linguistic Reasoning in CLIP
EMNLP 2024
IntCoOp: Interpretability-Aware Vision-Language Prompt Tuning
EMNLP 2024
Localizing and Editing Knowledge In Text-to-Image Generative Models
ICLR 2024
On Mechanistic Knowledge Localization in Text-to-Image Generative Models
ICML 2024
Strong Baselines for Parameter-Efficient Few-Shot Fine-Tuning
AAAI 2024
Understanding Information Storage and Transfer in Multi-Modal Large Language Models
NeurIPS 2024
Hard-Meta-Dataset++: Towards Understanding Few-Shot Performance on Difficult Tasks
ICLR 2023
On Surgical Fine-tuning for Language Encoders
EMNLP 2023
Strategies to Improve Few-shot Learning for Intent Classification and Slot-Filling
NAACL 2022
Influence Functions in Deep Learning Are Fragile
ICLR 2021
On Second-Order Group Influence Functions for Black-Box Predictions
ICML 2020