PPaperPicks

Ehsan Abbasnejad

15 papers at tracked venues · 15 at CORE A* · active 20242026

Venues

Frequent coauthors

Papers

  1. Certified but Fooled! Breaking Certified Defenses with Ghost Certificates
  2. Truth as a Trajectory: What Internal Representations Reveal About Large Language Model Reasoning
  3. Bayesian Low-Rank Learning (Bella): A Practical Approach to Bayesian Neural Networks
  4. Do Deep Neural Network Solutions Form a Star Domain?
  5. Do We Always Need the Simplicity Bias? Looking for Optimal Inductive Biases in the Wild
  6. Geometry-Aware Collaborative Multi-Solutions Optimizer for Model Fine-Tuning with Parameter Efficiency
  7. Mysteries of the Deep: Role of Intermediate Representations in Out of Distribution Detection
  8. RandLoRA: Full rank parameter-efficient fine-tuning of large models
  9. Synergy and Diversity in CLIP: Enhancing Performance Through Adaptive Backbone Ensembling
    ICLR 2025 ·
    Cristian Rodriguez Opazo
  10. Towards Higher Effective Rank in Parameter-Efficient Fine-Tuning Using Khatri-Rao Product
  11. BLURD: Benchmarking and Learning using a Unified Rendering and Diffusion Model
  12. Brusleattack: a Query-Efficient Score- based Black-Box Sparse Adversarial Attack
  13. Knowledge Composition using Task Vectors with Learned Anisotropic Scaling
  14. Neural Redshift: Random Networks are not Random Functions
  15. Selective Mixup Helps with Distribution Shifts, But Not (Only) because of Mixup