S-Space: Exploring Spatial Workspace in Multimodal Language Models
[Submitted on 9 Oct 2026] Authors:Zhiyuan Shi, Xiang Li, Xingzhuo Guo, Shangchen Miao, Weiliang Chen, Qiyu Dai, Jinshan Ren, Jiangran…
Tag: cs.LG
DiffusionART: Efficient, Stable and Scalable Reinforcement of Diffusion Models
[Submitted on 8 Oct 2026] View PDF HTML (experimental) Abstract:Online reinforcement learning (RL) fine-tunes diffusion models with black-box rewards, but…
Recurrent Harness for Agentic Continual Learning
[Submitted on 8 Oct 2026] View PDF HTML (experimental) Abstract:Language model agents increasingly operate over long interaction streams, requiring online…
Behind-the-Meter Photovoltaic Visibility from Net Smart Meters: Deployment Regimes and Operational Insights
[Submitted on 8 Oct 2026] View PDF HTML (experimental) Abstract:Distribution operators need visibility of behind-the-meter photovoltaic (PV) generation, yet most…
EmoGavel: Grounding-Aware Reinforcement Learning with Verifiable Rewards for Multimodal Emotion Preference Learning
[Submitted on 9 Oct 2026] View PDF HTML (experimental) Abstract:Multimodal emotion preference learning uses pairwise comparisons to identify which open-ended…
Useful to Whom? The Easy-versus-Coverage Boundary Moves with the Learner
[Submitted on 22 Sep 2026 (v1), last revised 9 Oct 2026 (this version, v2)] View PDF HTML (experimental) Abstract:Is the…
CircuitTree: Composing Circuits into A Syllable Transcriber
[Submitted on 7 Oct 2026] View PDF HTML (experimental) Abstract:The goal of circuit discovery is to decompose a monolithic neural…
Realism VS Accuracy: Event Sequence Forecasting from a Generative Modeling Perspective
[Submitted on 8 Oct 2026] View PDF HTML (experimental) Abstract:Event sequences are chains of random events, each described by heterogeneous…
COFFEQA: Counterfactual-Guided Few-Shot Distillation for LLM Question Answering
[Submitted on 9 Oct 2026] View PDF HTML (experimental) Abstract:Knowledge distillation aims to train a smaller student model to mimic…
An Input-Dependent Readout Phase for Resonant Sequence Models
[Submitted on 26 Sep 2026] View PDF HTML (experimental) Abstract:Sequence models with a fixed-size state avoid the quadratic cost of…