Haitham Bou Ammar PRO

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upvoted 16 papers 4 days ago

dLLM: Simple Diffusion Language Modeling

Paper • 2602.22661 • Published 8 days ago • 114

Enhancing Spatial Understanding in Image Generation via Reward Modeling

Paper • 2602.24233 • Published 7 days ago • 47

Recovered in Translation: Efficient Pipeline for Automated Translation of Benchmarks and Datasets

Paper • 2602.22207 • Published 9 days ago • 39

CUDA Agent: Large-Scale Agentic RL for High-Performance CUDA Kernel Generation

Paper • 2602.24286 • Published 7 days ago • 74

Mode Seeking meets Mean Seeking for Fast Long Video Generation

Paper • 2602.24289 • Published 7 days ago • 36

Compositional Generalization Requires Linear, Orthogonal Representations in Vision Embedding Models

Paper • 2602.24264 • Published 7 days ago • 14

LK Losses: Direct Acceptance Rate Optimization for Speculative Decoding

Paper • 2602.23881 • Published 7 days ago • 18

CiteAudit: You Cited It, But Did You Read It? A Benchmark for Verifying Scientific References in the LLM Era

Paper • 2602.23452 • Published 8 days ago • 16

Accelerating Masked Image Generation by Learning Latent Controlled Dynamics

Paper • 2602.23996 • Published 7 days ago • 8

Memory Caching: RNNs with Growing Memory

Paper • 2602.24281 • Published 7 days ago • 7

InfoNCE Induces Gaussian Distribution

Paper • 2602.24012 • Published 7 days ago • 12

Ref-Adv: Exploring MLLM Visual Reasoning in Referring Expression Tasks

Paper • 2602.23898 • Published 7 days ago • 10

LongVideo-R1: Smart Navigation for Low-cost Long Video Understanding

Paper • 2602.20913 • Published 10 days ago • 10

SenCache: Accelerating Diffusion Model Inference via Sensitivity-Aware Caching

Paper • 2602.24208 • Published 7 days ago • 7

Vectorizing the Trie: Efficient Constrained Decoding for LLM-based Generative Retrieval on Accelerators

Paper • 2602.22647 • Published 8 days ago • 3

DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model

Paper • 2602.23622 • Published 7 days ago • 3

upvoted a paper 11 days ago

Decoding as Optimisation on the Probability Simplex: From Top-K to Top-P (Nucleus) to Best-of-K Samplers

Paper • 2602.18292 • Published 14 days ago • 10

upvoted a paper 28 days ago

Multi-Task GRPO: Reliable LLM Reasoning Across Tasks

Paper • 2602.05547 • Published 29 days ago • 12

upvoted a paper about 1 month ago

Scalable Power Sampling: Unlocking Efficient, Training-Free Reasoning for LLMs via Distribution Sharpening

Paper • 2601.21590 • Published Jan 29 • 13

upvoted a paper 3 months ago

World Models That Know When They Don't Know: Controllable Video Generation with Calibrated Uncertainty

Paper • 2512.05927 • Published Dec 5, 2025 • 12