Marius Dinca

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upvoted a paper 1 day ago

DICE: Diffusion Large Language Models Excel at Generating CUDA Kernels

Paper • 2602.11715 • Published 6 days ago • 5

upvoted 2 papers 3 days ago

Pretraining A Large Language Model using Distributed GPUs: A Memory-Efficient Decentralized Paradigm

Paper • 2602.11543 • Published 6 days ago • 4

LoopFormer: Elastic-Depth Looped Transformers for Latent Reasoning via Shortcut Modulation

Paper • 2602.11451 • Published 6 days ago • 15

upvoted a paper 7 days ago

NanoQuant: Efficient Sub-1-Bit Quantization of Large Language Models

Paper • 2602.06694 • Published 11 days ago • 15

upvoted 2 papers 10 days ago

SimpleGPT: Improving GPT via A Simple Normalization Strategy

Paper • 2602.01212 • Published 16 days ago • 3

FASA: Frequency-aware Sparse Attention

Paper • 2602.03152 • Published 15 days ago • 146

upvoted a paper 12 days ago

Shaping capabilities with token-level data filtering

Paper • 2601.21571 • Published 20 days ago • 27

upvoted 4 papers 21 days ago

Selective Steering: Norm-Preserving Control Through Discriminative Layer Selection

Paper • 2601.19375 • Published 22 days ago • 5

TensorLens: End-to-End Transformer Analysis via High-Order Attention Tensors

Paper • 2601.17958 • Published 23 days ago • 3

Teaching Models to Teach Themselves: Reasoning at the Edge of Learnability

Paper • 2601.18778 • Published 22 days ago • 40

Self-Refining Video Sampling

Paper • 2601.18577 • Published 22 days ago • 24

upvoted 5 papers about 1 month ago

HeartMuLa: A Family of Open Sourced Music Foundation Models

Paper • 2601.10547 • Published Jan 15 • 42

Lost in the Noise: How Reasoning Models Fail with Contextual Distractors

Paper • 2601.07226 • Published Jan 12 • 32

NextFlow: Unified Sequential Modeling Activates Multimodal Understanding and Generation

Paper • 2601.02204 • Published Jan 5 • 62

Can LLMs Predict Their Own Failures? Self-Awareness via Internal Circuits

Paper • 2512.20578 • Published Dec 23, 2025 • 86

Deep Delta Learning

Paper • 2601.00417 • Published Jan 1 • 34