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Collections including paper arxiv:2603.17218

Theory and Representation learning

I-Con: A Unifying Framework for Representation Learning

Paper • 2504.16929 • Published Apr 23, 2025 • 31
SONAR-LLM: Autoregressive Transformer that Thinks in Sentence Embeddings and Speaks in Tokens

Paper • 2508.05305 • Published Aug 7, 2025 • 49
The Strong Lottery Ticket Hypothesis for Multi-Head Attention Mechanisms

Paper • 2511.04217 • Published Nov 6, 2025 • 17
Large Language Models as Markov Chains

Paper • 2410.02724 • Published Oct 3, 2024 • 33

Democracy of Dunces

Alignment Makes Language Models Normative, Not Descriptive

Paper • 2603.17218 • Published Mar 17 • 46

Papers Pertinent or Protuberant

The Cow of Rembrandt - Analyzing Artistic Prompt Interpretation in Text-to-Image Models

Paper • 2507.23313 • Published Jul 31, 2025
SonicMaster: Towards Controllable All-in-One Music Restoration and Mastering

Paper • 2508.03448 • Published Aug 5, 2025 • 7
C3D-AD: Toward Continual 3D Anomaly Detection via Kernel Attention with Learnable Advisor

Paper • 2508.01311 • Published Aug 2, 2025 • 2
Normalized Attention Guidance: Universal Negative Guidance for Diffusion Model

Paper • 2505.21179 • Published May 27, 2025 • 13

Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Paper • 2404.12253 • Published Apr 18, 2024 • 55
AutoCrawler: A Progressive Understanding Web Agent for Web Crawler Generation

Paper • 2404.12753 • Published Apr 19, 2024 • 43
How Far Can We Go with Practical Function-Level Program Repair?

Paper • 2404.12833 • Published Apr 19, 2024 • 7
FlowMind: Automatic Workflow Generation with LLMs

Paper • 2404.13050 • Published Mar 17, 2024 • 34

Alignment Makes Language Models Normative, Not Descriptive

Paper • 2603.17218 • Published Mar 17 • 46

Alignment Makes Language Models Normative, Not Descriptive

Paper • 2603.17218 • Published Mar 17 • 46

lusxvr/nanoVLM-222M

Image-Text-to-Text • 0.2B • Updated May 8, 2025 • 902 • 101
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Paper • 2503.09516 • Published Mar 12, 2025 • 41
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time

Paper • 2505.24863 • Published May 30, 2025 • 98
QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning

Paper • 2505.17667 • Published May 23, 2025 • 89

Theory and Representation learning

I-Con: A Unifying Framework for Representation Learning

Paper • 2504.16929 • Published Apr 23, 2025 • 31
SONAR-LLM: Autoregressive Transformer that Thinks in Sentence Embeddings and Speaks in Tokens

Paper • 2508.05305 • Published Aug 7, 2025 • 49
The Strong Lottery Ticket Hypothesis for Multi-Head Attention Mechanisms

Paper • 2511.04217 • Published Nov 6, 2025 • 17
Large Language Models as Markov Chains

Paper • 2410.02724 • Published Oct 3, 2024 • 33

Alignment Makes Language Models Normative, Not Descriptive

Paper • 2603.17218 • Published Mar 17 • 46

Democracy of Dunces

Alignment Makes Language Models Normative, Not Descriptive

Paper • 2603.17218 • Published Mar 17 • 46

Alignment Makes Language Models Normative, Not Descriptive

Paper • 2603.17218 • Published Mar 17 • 46

Papers Pertinent or Protuberant

The Cow of Rembrandt - Analyzing Artistic Prompt Interpretation in Text-to-Image Models

Paper • 2507.23313 • Published Jul 31, 2025
SonicMaster: Towards Controllable All-in-One Music Restoration and Mastering

Paper • 2508.03448 • Published Aug 5, 2025 • 7
C3D-AD: Toward Continual 3D Anomaly Detection via Kernel Attention with Learnable Advisor

Paper • 2508.01311 • Published Aug 2, 2025 • 2
Normalized Attention Guidance: Universal Negative Guidance for Diffusion Model

Paper • 2505.21179 • Published May 27, 2025 • 13

lusxvr/nanoVLM-222M

Image-Text-to-Text • 0.2B • Updated May 8, 2025 • 902 • 101
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Paper • 2503.09516 • Published Mar 12, 2025 • 41
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time

Paper • 2505.24863 • Published May 30, 2025 • 98
QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning

Paper • 2505.17667 • Published May 23, 2025 • 89

Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Paper • 2404.12253 • Published Apr 18, 2024 • 55
AutoCrawler: A Progressive Understanding Web Agent for Web Crawler Generation

Paper • 2404.12753 • Published Apr 19, 2024 • 43
How Far Can We Go with Practical Function-Level Program Repair?

Paper • 2404.12833 • Published Apr 19, 2024 • 7
FlowMind: Automatic Workflow Generation with LLMs

Paper • 2404.13050 • Published Mar 17, 2024 • 34

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