Copertina

Generalising from Self-Produced Data: Model Training Beyond Human Constraints

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Alhajir, Alfath Daryl, Dodgson, Jennifer, Lim, Joseph, Phi, Truong Ma, Peh, Julian, Pattirane, Akira Rafhael Janson, Poovaragan, Lokesh
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Artificial Intelligence
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Establishing Performance Baselines in Fine-Tuning, Retrieval-Augmented Generation and Soft-Prompting for Non-Specialist LLM Users
di: Dodgson, Jennifer, et al.
Pubblicazione: (2023)

Survival is the Only Reward: Sustainable Self-Training Through Environment-Mediated Selection
di: Dodgson, Jennifer, et al.
Pubblicazione: (2026)

Machine Learnability as a Measure of Order in Aperiodic Sequences
di: Dodgson, Jennifer, et al.
Pubblicazione: (2025)

Occupational safety risks during maintenance of telecommunication towers
di: Rafhael Friederiche Ribeiro
Pubblicazione: (2021)

A evolução do saneamento básico na história e o debate de sua privatização no Brasil
di: Rafhael Rodrigo Licheski Díaz
Pubblicazione: (2020)

Prompt Fencing: A Cryptographic Approach to Establishing Security Boundaries in Large Language Model Prompts
di: Peh, Steven
Pubblicazione: (2025)

On Rank-Dependent Generalisation Error Bounds for Transformers
di: Truong, Lan V.
Pubblicazione: (2024)

ACT: Automated Constraint Targeting for Multi-Objective Recommender Systems
di: Chang, Daryl, et al.
Pubblicazione: (2025)

PanoNormal: Monocular Indoor 360° Surface Normal Estimation
di: Huang, Kun, et al.
Pubblicazione: (2024)

Producing Feminism
di: Clark, Jennifer S.
Pubblicazione: (2024)

Cross360: 360° Monocular Depth Estimation via Cross Projections Across Scales
di: Huang, Kun, et al.
Pubblicazione: (2026)

Spectral Entropy Collapse as a Phase Transition in Delayed Generalisation: An Interventional and Predictive Framework for Grokkin
di: Khanh, Truong Xuan, et al.
Pubblicazione: (2026)

High Resource Overlap and a Consistently Generalised Pattern of Interactions in a Bat–Flower Network in a Seasonally Dry Landscape
di: Constance J. Tremlett, et al.
Pubblicazione: (2024)

Learning to Produce Semi-dense Correspondences for Visual Localization
di: Giang, Khang Truong, et al.
Pubblicazione: (2024)

Constraint‐Based Metabolic Modeling of Synechococcus elongatus PCC 11801 and PCC 11802 for Photosynthetic Biomanufacturing
di: Lokesh Venkatesh Babu, et al.
Pubblicazione: (2025)

Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models
di: Singh, Avi, et al.
Pubblicazione: (2023)

HMR3D: Hierarchical Multimodal Representation for 3D Scene Understanding with Large Vision-Language Model
di: Li, Chen, et al.
Pubblicazione: (2025)

Learning to Visually Connect Actions and their Effects
di: Parmar, Paritosh, et al.
Pubblicazione: (2024)

ChainReaction: Causal Chain-Guided Reasoning for Modular and Explainable Causal-Why Video Question Answering
di: Parmar, Paritosh, et al.
Pubblicazione: (2025)

Reflecting Reality: Enabling Diffusion Models to Produce Faithful Mirror Reflections
di: Dhiman, Ankit, et al.
Pubblicazione: (2024)

The Declarative Illusion — Why Every System Becomes Imperative at Scale
di: P. Phi
Pubblicazione: (2026)

Supernumbers: Invertibility via Structural Identity
di: P. Phi
Pubblicazione: (2026)

Aligning Generalisation Between Humans and Machines
di: Ilievski, Filip, et al.
Pubblicazione: (2024)

Cohomological Separability of Baumslag--Solitar groups and Their Generalisations
di: Cohen, William D., et al.
Pubblicazione: (2024)

Subsequences With Generalised Gap Constraints: Upper and Lower Complexity Bounds
di: Manea, Florin, et al.
Pubblicazione: (2024)

Generalised Entropies for Decision Trees in Classification Under Monotonicity Constraints
di: Oumaima Khalaf, et al.
Pubblicazione: (2025)

Phylogenetic Relationships of Butyrate-Producing Bacteria from the Human Gut
di: Barcenilla A., Pryde Susan E, Martin Jennifer C., Duncan Sylvia H., Stewart Colin S., Henderson C. and Flint Harry J
Pubblicazione: (2000)

A note on Pólya urns: the winner may lead all the time
di: Janson, Svante
Pubblicazione: (2025)

Cyclic and alternating $U$-statistics
di: Janson, Svante
Pubblicazione: (2025)

Fringe trees of Patricia tries, compressed binary search trees, and three other random full binary trees
di: Janson, Svante
Pubblicazione: (2024)

On semi-restricted Rock, Paper, Scissors
di: Janson, Svante
Pubblicazione: (2024)

Rounding of discrete variables
di: Janson, Svante
Pubblicazione: (2025)

On the Skorohod topology for functions with values in a completely regular space
di: Janson, Svante
Pubblicazione: (2025)

Mean and variance of balanced Pólya urns
di: Janson, Svante
Pubblicazione: (2016)

Will the New Lancet Commission Classification of Obesity Only Mystify and Complicate Things in Paediatric Clinics?
di: Annika Janson
Pubblicazione: (2025)

How and when can we predict the risk of future metabolic disease in children with obesity?
di: Annika Janson
Pubblicazione: (2024)

Moments of balanced Pólya urns
di: Janson, Svante
Pubblicazione: (2025)

Almost sure and moment convergence for triangular Pólya urns
di: Janson, Svante
Pubblicazione: (2024)

Consumer Demand for Sustainably Produced Shrimp
di: Bui Bich Xuan, et al.
Pubblicazione: (2025)

Protocol for the Development of the Indian Guidelines for Pediatric Cardiopulmonary Resuscitation (CPR) and Emergency Cardiovascular Care – 2026
di: Tiwari, Lokesh
Pubblicazione: (2025)