representation learning

"We propose an approach to enhance planning with JEPA world models by shaping their representation space so that the negative goal-conditioned value function for a reaching cost in a given environment is approximated by a distance (or quasi-distance) between state embeddings."

"How might a hypothetical superintelligence represent a soul to itself?"

"TICON is a slide-level tile contextualizer."

"Autoregressive video modeling encodes effective representations."

"KerJEPA: Kernel Discrepancies for Euclidean Self-Supervised Learning"

"The paper examines the use of first-order representation languages."

"The paper focuses on both surveying existing methods and evaluating their performance."

"SARMAE is a Masked Autoencoder for SAR representation learning."

"The paper focuses on Informative Noise Enhanced Diffusion Based Contrastive Learning."

"The research focuses on lightweight and channel-independent representation learning."

"Presented on ArXiv"

"The research is sourced from ArXiv, indicating a pre-print or research paper."

"The paper focuses on geometric-spectral representation learning."

"The paper focuses on learning minimal representations of fermionic ground states."

"The paper is available on ArXiv."

"The paper leverages LLMs for item recommendation."

"The context provides very little information beyond the title and source, so a key fact is unavailable."

"CLARGA facilitates multimodal graph representation learning over arbitrary sets of modalities."

"The paper focuses on stabilizing representations in continual learning."

"The research quantifies modality contributions."