PPaperPicks

Samyadeep Basu

14 papers at tracked venues · 7 at CORE A* · active 20242026

Venues

Frequent coauthors

Papers

  1. A Survey on LLM-based Conversational User Simulation
  2. Decomposition-Enhanced Training for Post-Hoc Attributions in Language Models
  3. From RAGs to rich parameters: Probing how language models utilize external knowledge over parametric information for factual queries
  4. A Closer Look at Bias and Chain-of-Thought Faithfulness of Large (Vision) Language Models
  5. Localizing Knowledge in Diffusion Transformers
  6. Mitigating Compositional Failures in Text-to-Image Models with Causal Text Embedding Refinement
  7. Rethinking Artistic Copyright Infringements In the Era Of Text-to-Image Generative Models
  8. Decomposing and Interpreting Image Representations via Text in ViTs Beyond CLIP
  9. Distilling Knowledge from Text-to-Image Generative Models Improves Visio-Linguistic Reasoning in CLIP
    EMNLP 2024 · Samyadeep Basu
  10. IntCoOp: Interpretability-Aware Vision-Language Prompt Tuning
  11. Localizing and Editing Knowledge In Text-to-Image Generative Models
    ICLR 2024 · Samyadeep Basu
  12. On Mechanistic Knowledge Localization in Text-to-Image Generative Models
    ICML 2024 · Samyadeep Basu
  13. Strong Baselines for Parameter-Efficient Few-Shot Fine-Tuning
    AAAI 2024 · Samyadeep Basu
  14. Understanding Information Storage and Transfer in Multi-Modal Large Language Models
    NeurIPS 2024 · Samyadeep Basu