Habibullah Akbar

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upvoted a paper 3 months ago

ATMA: Length-Invariant Language Modeling via Polar Attention and Gated-Delta Compression Memory

Paper • 2606.25156 • Published Jun 23 • 2

upvoted an article 5 months ago

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Article

Differential Transformer V2

• 

microsoft

•

Jan 20

• 53

upvoted 2 papers 6 months ago

The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook

Paper • 2604.02029 • Published Apr 2 • 111

LongCat-Next: Lexicalizing Modalities as Discrete Tokens

Paper • 2603.27538 • Published Mar 29 • 149

upvoted 6 papers 7 months ago

Imagination Helps Visual Reasoning, But Not Yet in Latent Space

Paper • 2602.22766 • Published Feb 26 • 45

HySparse: A Hybrid Sparse Attention Architecture with Oracle Token Selection and KV Cache Sharing

Paper • 2602.03560 • Published Feb 3 • 48

SLA2: Sparse-Linear Attention with Learnable Routing and QAT

Paper • 2602.12675 • Published Feb 13 • 59

Next Embedding Prediction Makes World Models Stronger

Paper • 2603.02765 • Published Mar 3 • 21

Distribution-Conditioned Transport

Paper • 2603.04736 • Published Mar 5 • 3

Locality-Attending Vision Transformer

Paper • 2603.04892 • Published Mar 5 • 7

upvoted an article 7 months ago

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Article

NEO-unify: Building Native Multimodal Unified Models End to End

• 

sensenova

•

Mar 5

• 182

upvoted 5 papers 7 months ago

Scale Space Diffusion

Paper • 2603.08709 • Published Mar 9 • 16

NLE: Non-autoregressive LLM-based ASR by Transcript Editing

Paper • 2603.08397 • Published Mar 9 • 24

Multi-Head Low-Rank Attention

Paper • 2603.02188 • Published Mar 2 • 3

Fish Audio S2 Technical Report

Paper • 2603.08823 • Published Mar 9 • 40

Weak-SIGReg: Covariance Regularization for Stable Deep Learning

Paper • 2603.05924 • Published Mar 6 • 2

upvoted a paper 9 months ago

Emergent temporal abstractions in autoregressive models enable hierarchical reinforcement learning

Paper • 2512.20605 • Published Dec 23, 2025 • 62

upvoted 2 papers 10 months ago

Universal Reasoning Model

Paper • 2512.14693 • Published Dec 16, 2025 • 44

Fast and Accurate Causal Parallel Decoding using Jacobi Forcing

Paper • 2512.14681 • Published Dec 16, 2025 • 44

upvoted a paper 11 months ago

Tiny Model, Big Logic: Diversity-Driven Optimization Elicits Large-Model Reasoning Ability in VibeThinker-1.5B

Paper • 2511.06221 • Published Nov 9, 2025 • 142