Marius Dinca

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upvoted a paper 5 days ago

Empty Shelves or Lost Keys? Recall Is the Bottleneck for Parametric Factuality

Paper • 2602.14080 • Published 12 days ago • 20

upvoted 2 papers 6 days ago

On the Mechanism and Dynamics of Modular Addition: Fourier Features, Lottery Ticket, and Grokking

Paper • 2602.16849 • Published 8 days ago • 6

2Mamba2Furious: Linear in Complexity, Competitive in Accuracy

Paper • 2602.17363 • Published 8 days ago • 7

upvoted 2 papers 8 days ago

Preliminary sonification of ENSO using traditional Javanese gamelan scales

Paper • 2602.14560 • Published 11 days ago • 1

On Surprising Effectiveness of Masking Updates in Adaptive Optimizers

Paper • 2602.15322 • Published 10 days ago • 9

upvoted a paper 11 days ago

DICE: Diffusion Large Language Models Excel at Generating CUDA Kernels

Paper • 2602.11715 • Published 15 days ago • 5

upvoted 2 papers 13 days ago

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

Paper • 2602.11543 • Published 15 days ago • 5

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

Paper • 2602.11451 • Published 15 days ago • 15

upvoted a paper 17 days ago

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

Paper • 2602.06694 • Published 21 days ago • 15

upvoted a paper 19 days ago

SimpleGPT: Improving GPT via A Simple Normalization Strategy

Paper • 2602.01212 • Published 26 days ago • 3

upvoted a paper 20 days ago

FASA: Frequency-aware Sparse Attention

Paper • 2602.03152 • Published 24 days ago • 148

upvoted a paper 21 days ago

Shaping capabilities with token-level data filtering

Paper • 2601.21571 • Published 29 days ago • 27

upvoted a paper 30 days ago

Selective Steering: Norm-Preserving Control Through Discriminative Layer Selection

Paper • 2601.19375 • Published about 1 month ago • 5

upvoted 5 papers about 1 month ago

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

Paper • 2601.17958 • Published Jan 25 • 3

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

Paper • 2601.18778 • Published Jan 26 • 40

Self-Refining Video Sampling

Paper • 2601.18577 • Published Jan 26 • 25

HeartMuLa: A Family of Open Sourced Music Foundation Models

Paper • 2601.10547 • Published Jan 15 • 45

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

Paper • 2601.07226 • Published Jan 12 • 33

upvoted 2 papers about 2 months ago

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 • 85