The Archive

Oscillatory data-volume scheduling method that dynamically adjusts training data selection ratios for efficiency.

BioHuman10M dataset enables muscle activation inference from video via simulation-based biomechanical annotation.

MediaClaw multimodal agent platform unifies fragmented AIGC capabilities with pluginized architecture and workflow orchestration.

Concept-based compositional framework for controllable de novo crystal generation via vector-quantized VAE.

Real-time streaming speech-to-text translation system combining speech recognition and translation in SpeechLLM architecture.

Persian MusicGen adapts MusicGen to Persian tonalities and Dastgah systems using 900-hour culturally-specific dataset.

Scenema Audio releases open-weights model for zero-shot expressive voice cloning, decoupling voice identity from emotional performance via separate control prompts.

Information Filtering Networks and Homological Neural Networks combined to study compositional sparsity as structural prior for DNN design.

Anthropic launches Claude Certified Architect exam covering evals, RAG, multi-agent orchestration, and LLM integration pitfalls.

Reddit thread on daily Claude usage patterns, from document analysis to agent building workflows.

LLM-based preference interviews paired with semantic feature extraction outperform human judges on personalized image aesthetic assessment.

Crys-JEPA addresses stability-novelty trade-off in crystal generation via embedding screening and generative refinement for materials discovery.

RNN-ProVe probabilistically verifies RNN-based policies in partially observable RL without restrictive assumptions or coarse approximations.

XDomainBench diagnostic benchmark stress-tests LLM compositional reasoning across interdisciplinary scientific knowledge with interactive workflows.

Two-stage knowledge distillation framework addresses student misconception classification via cognitive uncertainty guidance on edge devices.

EVA model editing defense mitigates textual and visual jailbreak attacks on LLMs and VLMs without safety-utility trade-off via targeted edits.

Non-linear intervention framework extends LLM mechanistic understanding beyond Linear Representation Hypothesis to implicitly encoded features.

Video2GUI extracts GUI interaction trajectories from unlabeled Internet videos for large-scale GUI agent pretraining without manual annotation.

Value-filtered decoding selectively applies safety steering at test-time, avoiding unnecessary interventions that degrade helpfulness and coherence.

Study shows LLM-based financial governance lacks behavioral compliance; proposes five rationale-level metrics and mechanical enforcement approaches.

Reinforcement learning method combining Goal-Space Planning and DDPG for demand response scheduling with terminal constraints.

Task-aware layer pruning improves OOD generalization but not ID accuracy in LLMs; geometric explanation via norm/distance profile divergence.

Audio-visual speech extraction system IsoNet uses spatial cues and face embeddings on compact 4-microphone arrays with curriculum learning.

Reddit user reports Claude Opus 4.7 exhibits reduced effort, defensive reasoning, and response padding compared to 4.5/4.6.

SepsisAgent augments LLM with learned Clinical World Model to ground sepsis treatment decisions via propose-simulate-refine workflow.

Link: blocknow.com

Analysis of strong equivalence properties in logic programming and abstract argumentation frameworks under dynamic update semantics.

Discussion of whether ML papers from 2000-2021 would meet current acceptance standards, exploring if field rigor has increased or just competition.

Multi-task deep learning framework for label-free single-cell phenotyping via WBC classification and protein-expression regression from DPC images.

AnchorRoute uses sparse anchor scaffolds and interval-routed diffusion for full-body human motion synthesis from partial user specifications.