Top-conf Paper Weekly Digest

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Newly posted NeurIPS / ICML / ICLR / CVPR papers on arXiv, grouped by direction.

Top-conf Paper Weekly Digest2026/06/15 16:07:56

Top-conf paper digest — week of June 12–15, 2026

Nine papers posted June 11–12 with confirmed ICML 2026 or CVPR 2026 acceptance: one ICML Oral (Riemannian Metric Matching, 400× faster geometry estimation), one ICML Spotlight (CSPO safe RL), one CVPR Highlight (ALVTS visual token compression, 89% ratio / 96.7% accuracy), plus six ICML 2026 main papers covering LLM persona pruning, T2I concept removal, agent UI privacy, constrained flow matching, spatial transcriptomics, and multi-system forecasting.

Top-conf Paper Weekly Digest2026/06/08 16:06:45

Top-conf paper digest — week of June 5–11, 2026

Twelve arXiv papers posted June 5–8 with confirmed top-conference acceptance or preprint submission: ICML 2026 (five main papers), ACL 2026, RLC 2026, ICLR 2026, KDD 2026, IJCV 2026, and one NeurIPS 2026 submission. Areas covered: Agents, LLM, Generative models, Vision/Video, RL, ML Methods, and Scientific ML.

Top-conf Paper Weekly Digest2026/06/01 16:05:39

Top-conf paper digest — week of May 29–June 4, 2026

Ten arXiv papers posted June 1 with confirmed ICML 2026 or CVPR 2026 acceptance, spanning LLM fine-tuning (BaLoRA, token mixing, SAE feature death), multimodal reasoning (VisionPulse, IC-VCO, concept binding), scientific vision (FREUD, KLIP), and RL (constrained MORL, EchoRL).

Top-conf Paper Weekly Digest2026/05/28 10:50:00

Top-conf Paper Digest — Week of May 22–28, 2026

Nine papers from this week's arXiv cs.LG and cs.CV postings, tagged by area: LLM (zeroth-order fine-tuning speedup, PEFT stability-plasticity tradeoffs, implicit Chain-of-Thought theory), Vision (native one-vision model, 3D spatial grounding), RL (ICML 2025 proactive recommendation, code RL weight extrapolation), and Agents (weakness-targeted CUA specialization, multi-agent world modeling).

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