CALR: Continuous Anchored Latent Reasoning via Render-of-Thought Compression
cs.CV
Submitted: 2026-10-05
Updated: 2026-10-05
Code: https://github.com/huggingface/peft
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- Qwen3-VL Technical Report
- Why Struggle with Continuous Latents? Interpretable Discrete Latent Reasoning via Rendered Compression
- Reasoning Models Don't Always Say What They Think
- Training Verifiers to Solve Math Word Problems
- Implicit Chain of Thought Reasoning via Knowledge Distillation
- From Explicit CoT to Implicit CoT: Learning to Internalize CoT Step by Step
- Are Latent Reasoning Models Easily Interpretable?
- Measuring Mathematical Problem Solving With the MATH Dataset
- UniVLR: Unifying Text and Vision in Visual Latent Reasoning for Multimodal LLMs
- Measuring Faithfulness in Chain-of-Thought Reasoning
- Structural Process Supervision for Latent Chain-of-Thought Reasoning
- Language Modelling with Pixels
- Language Models Don't Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting
- ReGuLaR: Variational Latent Reasoning Guided by Rendered Chain-of-Thought
- DeepSeek-OCR: Contexts Optical Compression
- DeepSeek-OCR 2: Visual Causal Flow
- Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
- SIM-CoT: Supervised Implicit Chain-of-Thought
- SoftCoT++: Test-Time Scaling with Soft Chain-of-Thought Reasoning
- Qwen3 Technical Report
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