Today's papers:
- REASON: Accelerating Probabilistic Logical Reasoning for Scalable Neuro-Symbolic Intelligence: https://arxiv.org/abs/2601.20784v1
- A New Dataset and Framework for Robust Road Surface Classification via Camera-IMU Fusion: https://arxiv.org/abs/2601.20847v1
- CLEAR-Mamba:Towards Accurate, Adaptive and Trustworthy Multi-Sequence Ophthalmic Angiography Classification: https://arxiv.org/abs/2601.20601v1
- Reward Models Inherit Value Biases from Pretraining: https://arxiv.org/abs/2601.20838v1
- Harder Is Better: Boosting Mathematical Reasoning via Difficulty-Aware GRPO and Multi-Aspect Question Reformulation: https://arxiv.org/abs/2601.20614v1
This podcast is from Colin Davis (colin-davis.com) using Claude & Elevenlabs.
