When Punctuation Matters: A Large-Scale Comparison of Prompt Robustness Methods for LLMs Paper • 2508.11383 • Published Aug 15 • 40
SONAR-LLM: Autoregressive Transformer that Thinks in Sentence Embeddings and Speaks in Tokens Paper • 2508.05305 • Published Aug 7 • 46
Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback Paper • 2507.02321 • Published Jul 3 • 39
DreamBoothDPO: Improving Personalized Generation using Direct Preference Optimization Paper • 2505.20975 • Published May 27 • 36
Confidence Is All You Need: Few-Shot RL Fine-Tuning of Language Models Paper • 2506.06395 • Published Jun 5 • 131
ImageReFL: Balancing Quality and Diversity in Human-Aligned Diffusion Models Paper • 2505.22569 • Published May 28 • 55
cadrille: Multi-modal CAD Reconstruction with Online Reinforcement Learning Paper • 2505.22914 • Published May 28 • 36
Hogwild! Inference: Parallel LLM Generation via Concurrent Attention Paper • 2504.06261 • Published Apr 8 • 110
When Less is Enough: Adaptive Token Reduction for Efficient Image Representation Paper • 2503.16660 • Published Mar 20 • 72
One-Step Residual Shifting Diffusion for Image Super-Resolution via Distillation Paper • 2503.13358 • Published Mar 17 • 95
A Primer on the Inner Workings of Transformer-based Language Models Paper • 2405.00208 • Published Apr 30, 2024 • 11
LLM-Microscope: Uncovering the Hidden Role of Punctuation in Context Memory of Transformers Paper • 2502.15007 • Published Feb 20 • 174
SynthDetoxM: Modern LLMs are Few-Shot Parallel Detoxification Data Annotators Paper • 2502.06394 • Published Feb 10 • 89
CLEAR: Character Unlearning in Textual and Visual Modalities Paper • 2410.18057 • Published Oct 23, 2024 • 209
Mechanistic Permutability: Match Features Across Layers Paper • 2410.07656 • Published Oct 10, 2024 • 20