Mathematics, rightly viewed, possesses not only truth, but supreme beauty.
Bertrand RussellMamba is a novel architecture thast addresses Transformers’ computational inefficiency on long sequences.
1CLADDER: Assessing Causal Reasoning in Language Models
08 March 2024
A proposed new causal inference dataset with a bespoke chain-or-thought prompting strategy.
2EnCLAP: Combining Neural Audio Codec and Audio-Text Joint Embedding for Automated Audio Captioning
05 March 2024
EnCLAP is a novel framework for automated caption, utilizing two acoustic representation models with a pretrained language model.
3PoseGPT: Chatting about 3D Human Pose
07 March 2024
PostGPT is a multi-modal LLM for pose generation and esimation.
4Learning Soft Constraints From Constrained Expert Demonstrations
22 Feburary 2024
An algorithm that captures the soft constraints with some expert demonstrations.
5Multi-Modal Inverse Constrained Reinforcement Learning from a Mixture of Demonstrations
17 Feburary 2024
An algorithm for simultaneously estimating multiple constraints corresponding to different types of experts.
6Benchmarking constraint inference in inverse reinforcement learning
15 Feburary 2024
Introducing an ICRL benchmark in the context of RL application domains.
7Uncertainty-Aware Reinforcement Learning for Risk-Sensitive Player Evaluation in Sports Game
13 Feburary 2024
An uncertainty-aware Reinforcement Learning (RL) framework to learn a risk-sensitive player evaluation metric from stochastic game dynamics.
8A method that alternates single-agent IRL to learn a reward function for multiple agents.
929 Feburary 2024
A survey of deep Keyword Spotting Systems. 10
27 Feburary 2024
A survey overview of the task audio captioning. 11
Future Directions for Anomaly Detection
03 March 2024
An overview of the future directions in Anomalous SED. 12